{
  "aboutHtml": "<p>Gemini 2.5 Pro is Googles stabiele denkprofiel voor geavanceerd programmeerwerk, wiskunde, STEM en analyse met lange context. Het kan tekst, audio, afbeeldingen, video en volledige coderepositories begrijpen; het Gemini API-profiel accepteert ook PDF-invoer. De uitvoer is tekst, waaronder code, een geschreven analyse of een gestructureerd record. Een bruikbare opdracht levert het bewijsmateriaal en vraagt om een controleerbaar resultaat, zoals een toegelichte oplossing, een bevinding in een codebase of een vergelijking van meerdere documenten.</p><p>Lever voor programmeerwerk de relevante bestanden, het waargenomen gedrag en de wijziging of vraag die ertoe doet. Lange context kan het model helpen verbanden tussen modules te leggen in plaats van vanuit één los fragment te redeneren. Vraag bij onderzoek van een codepad om een identifier vanaf een invoerformulier via verwerking en opslag te volgen, vast te stellen waar een contract verandert en een gerichte correctie voor te stellen. Behoud de randvoorwaarden en vraag om onderbouwende verwijzingen. Een voorgestelde aanpassing moet worden vergeleken met de werkelijke code en met eventuele validatie via de aangesloten tools.</p><p>Beschrijf bij wiskunde of wetenschappelijke analyse het probleem, de aannames, eenheden en vereiste antwoordvorm. Lever de gegevens of figuren waarvan de berekening afhangt. Vraag om het onderbouwde resultaat en de controles die het beoordeelbaar maken, zoals grensgevallen of een vergelijking met de oorspronkelijke waarden. Het redeneervermogen van het model neemt onduidelijkheid in de probleemstelling niet weg. Houd een onbekende grootheid of ongefundeerde aanname zichtbaar in plaats van die door een handige waarde te vervangen.</p><p>Dynamisch denken is de gedocumenteerde standaard. De Gemini 2.5 GenerateContent-gids ondersteunt voor Pro een expliciet redeneerbudget van 128 tot 32.768 tokens, of -1 voor adaptief denken. Deze editie kan het denken niet volledig uitschakelen. Deze instellingen verschillen van Flashs optie voor een nulbudget en van de denkniveaus van Gemini 3. Het denkbudget stuurt het redeneren zonder een exact aantal interne tokens te garanderen; een antwoordlimiet moet ook ruimte overlaten voor het uiteindelijke resultaat.</p><p>Benoem bij multimodaal documentwerk welke pagina&#39;s, grafiek, beeldregio of gebeurtenis in een opname het antwoord moeten ondersteunen. Een praktische synthesetaak kan vragen om de concurrerende beweringen in meerdere brondocumenten, de passages die ze ondersteunen en de verschillen die voor één beslissing van belang zijn. Vraag het model om een vermeld feit van een gevolgtrekking te onderscheiden. Definieer bij video of audio of het resultaat een beschrijving, transcript, samenvatting of vergelijking moet zijn. Beeld en geluid vormen in dit profiel het bewijsmateriaal voor een tekstresultaat.</p><p>De modelspecifieke API-pagina documenteert function calling, code-uitvoering, bestandszoekfuncties, search grounding, Maps grounding, URL-context en gestructureerde uitvoer. Definieer het doel en de parametervelden van functies en behoud de werkelijke resultaten in volgende gespreksbeurten. Geef voor een record met een verplicht schema de vereiste velden aan en beschrijf hoe ontbrekende informatie moet worden weergegeven. De native architectuur is een multimodale sparse mixture-of-experts-transformer; dat modelontwerp levert op zichzelf geen externe tooluitvoering of voltooide toepassing bovenop de teruggegeven tekst of code.</p><p>De native kaart vermeldt 1M invoercontext en 64K tekstuitvoer; de API-tabel specificeert 1.048.576 invoertokens en 65.536 uitvoertokens. Instructies, broninhoud en behouden geschiedenis tellen mee bij de voorbereiding van de invoer. Een maximale antwoordruimte omvat redeneertokens, waardoor een te kleine limiet het uiteindelijke antwoord kan onderbreken. Caching en batchverwerking zijn gedocumenteerd, samen met de opties Flex en Priority. Behoud elke bronidentifier en de gevraagde eindvorm bij het voorbereiden van onafhankelijke taken met lange context.</p><p>De stabiele identifier verschilt van de Experimental- en Preview-edities die afzonderlijk in de gedeelde Pro-modelkaart worden besproken. Schrijf hun versiegebonden resultaten niet aan dit profiel toe alleen omdat ze de naam Pro delen. De kaart noemt mogelijke hallucinaties en beperkingen in causaal begrip, complexe deductie en contrafeitelijk redeneren, met januari 2025 als kennisgrens. Lever actuele onderbouwing waar dat relevant is en controleer bronverwijzingen, berekeningen en voorgestelde wijzigingen. De bruikbare uitvoer is het onderbouwde tekst- of coderesultaat waarom de taak vroeg.</p>",
  "aboutText": "Gemini 2.5 Pro is Googles stabiele denkprofiel voor geavanceerd programmeerwerk, wiskunde, STEM en analyse met lange context. Het kan tekst, audio, afbeeldingen, video en volledige coderepositories begrijpen; het Gemini API-profiel accepteert ook PDF-invoer. De uitvoer is tekst, waaronder code, een geschreven analyse of een gestructureerd record. Een bruikbare opdracht levert het bewijsmateriaal en vraagt om een controleerbaar resultaat, zoals een toegelichte oplossing, een bevinding in een codebase of een vergelijking van meerdere documenten.\n\nLever voor programmeerwerk de relevante bestanden, het waargenomen gedrag en de wijziging of vraag die ertoe doet. Lange context kan het model helpen verbanden tussen modules te leggen in plaats van vanuit één los fragment te redeneren. Vraag bij onderzoek van een codepad om een identifier vanaf een invoerformulier via verwerking en opslag te volgen, vast te stellen waar een contract verandert en een gerichte correctie voor te stellen. Behoud de randvoorwaarden en vraag om onderbouwende verwijzingen. Een voorgestelde aanpassing moet worden vergeleken met de werkelijke code en met eventuele validatie via de aangesloten tools.\n\nBeschrijf bij wiskunde of wetenschappelijke analyse het probleem, de aannames, eenheden en vereiste antwoordvorm. Lever de gegevens of figuren waarvan de berekening afhangt. Vraag om het onderbouwde resultaat en de controles die het beoordeelbaar maken, zoals grensgevallen of een vergelijking met de oorspronkelijke waarden. Het redeneervermogen van het model neemt onduidelijkheid in de probleemstelling niet weg. Houd een onbekende grootheid of ongefundeerde aanname zichtbaar in plaats van die door een handige waarde te vervangen.\n\nDynamisch denken is de gedocumenteerde standaard. De Gemini 2.5 GenerateContent-gids ondersteunt voor Pro een expliciet redeneerbudget van 128 tot 32.768 tokens, of -1 voor adaptief denken. Deze editie kan het denken niet volledig uitschakelen. Deze instellingen verschillen van Flashs optie voor een nulbudget en van de denkniveaus van Gemini 3. Het denkbudget stuurt het redeneren zonder een exact aantal interne tokens te garanderen; een antwoordlimiet moet ook ruimte overlaten voor het uiteindelijke resultaat.\n\nBenoem bij multimodaal documentwerk welke pagina's, grafiek, beeldregio of gebeurtenis in een opname het antwoord moeten ondersteunen. Een praktische synthesetaak kan vragen om de concurrerende beweringen in meerdere brondocumenten, de passages die ze ondersteunen en de verschillen die voor één beslissing van belang zijn. Vraag het model om een vermeld feit van een gevolgtrekking te onderscheiden. Definieer bij video of audio of het resultaat een beschrijving, transcript, samenvatting of vergelijking moet zijn. Beeld en geluid vormen in dit profiel het bewijsmateriaal voor een tekstresultaat.\n\nDe modelspecifieke API-pagina documenteert function calling, code-uitvoering, bestandszoekfuncties, search grounding, Maps grounding, URL-context en gestructureerde uitvoer. Definieer het doel en de parametervelden van functies en behoud de werkelijke resultaten in volgende gespreksbeurten. Geef voor een record met een verplicht schema de vereiste velden aan en beschrijf hoe ontbrekende informatie moet worden weergegeven. De native architectuur is een multimodale sparse mixture-of-experts-transformer; dat modelontwerp levert op zichzelf geen externe tooluitvoering of voltooide toepassing bovenop de teruggegeven tekst of code.\n\nDe native kaart vermeldt 1M invoercontext en 64K tekstuitvoer; de API-tabel specificeert 1.048.576 invoertokens en 65.536 uitvoertokens. Instructies, broninhoud en behouden geschiedenis tellen mee bij de voorbereiding van de invoer. Een maximale antwoordruimte omvat redeneertokens, waardoor een te kleine limiet het uiteindelijke antwoord kan onderbreken. Caching en batchverwerking zijn gedocumenteerd, samen met de opties Flex en Priority. Behoud elke bronidentifier en de gevraagde eindvorm bij het voorbereiden van onafhankelijke taken met lange context.\n\nDe stabiele identifier verschilt van de Experimental- en Preview-edities die afzonderlijk in de gedeelde Pro-modelkaart worden besproken. Schrijf hun versiegebonden resultaten niet aan dit profiel toe alleen omdat ze de naam Pro delen. De kaart noemt mogelijke hallucinaties en beperkingen in causaal begrip, complexe deductie en contrafeitelijk redeneren, met januari 2025 als kennisgrens. Lever actuele onderbouwing waar dat relevant is en controleer bronverwijzingen, berekeningen en voorgestelde wijzigingen. De bruikbare uitvoer is het onderbouwde tekst- of coderesultaat waarom de taak vroeg.",
  "editorialOverlay": {
    "copy_fields": null,
    "copy_sha256": null,
    "copy_source": null,
    "html_sha256": "5df28c04718797dc6604292f6d3a9209b9115f8a4ae1921015dc8d9c4a21f568",
    "module_sha256": "ee9dc1c50b1e6a8fb7fa062030fcb4646b9aaaeb08be513b723a5a92a7290f06",
    "raw_model_unchanged": true,
    "schema": "ailoot-native-model-editorial-v1"
  },
  "locale": "nl-be",
  "methods": [
    {
      "html": "<div class=\"sheet-head\"><span class=\"mav\" aria-hidden=\"true\">G</span><h2 id=\"sheet-title\">Google: Gemini 2.5 Pro (batch)</h2><button class=\"icon-btn\" type=\"button\" data-close-sheet aria-label=\"Sluiten\">×</button></div><div class=\"idline\"><span>Google /</span><code>google/gemini-2.5-pro:batch</code><button type=\"button\" id=\"copy-id\">ID kopiëren</button></div><nav class=\"card-jump-nav\" aria-label=\"Onderdelen van de modelkaart\"><button type=\"button\" data-card-jump=\"overview\">Aan de slag</button><button type=\"button\" data-card-jump=\"methods\">Invoer en methoden</button><button type=\"button\" data-card-jump=\"pricing\">Tarieven</button><button type=\"button\" data-card-jump=\"examples\">Voorbeelden</button><button type=\"button\" data-card-jump=\"results\">Resultaten</button><button type=\"button\" data-card-jump=\"aliases\">Aliasnamen</button></nav><div class=\"card-method-tabs\" role=\"tablist\" aria-label=\"API-methoden\"><button type=\"button\" role=\"tab\" tabindex=\"0\" aria-controls=\"card-method-content\" aria-selected=\"true\" id=\"card-method-tab-0\" data-card-method=\"Ultra|batches|/v1/batches|google%2Fgemini-2.5-pro%3Abatch\">Batchverwerking</button></div><div id=\"card-method-content\" role=\"tabpanel\" aria-labelledby=\"card-method-tab-0\"><section class=\"card-section\" data-card-section=\"overview\"><h3 tabindex=\"-1\">Aan de slag</h3><p class=\"mdesc-full\">Gemini 2.5 Pro is Googles stabiele denkmodel voor complexe code, wiskunde, STEM en analyse met lange context. Het accepteert tekst, afbeeldingen, audio, video en PDF en geeft tekst terug, met tools en gestructureerde uitvoer. Het dynamische redeneerbudget ondersteunt 128–32.768 tokens en kan niet volledig worden uitgeschakeld.</p><dl class=\"card-io\" data-card-io><div><dt>Toegestane invoer</dt><dd>Tekst</dd></div><div><dt>Resultaten</dt><dd>Tekst</dd></div></dl><details class=\"card-about\"><summary>Over het model</summary><p class=\"note-s\" data-model-method-boundary>Deze beschrijving gaat over de mogelijkheden van het model. De via Ailoot beschikbare invoer, uitvoer en opties staan hieronder voor de geselecteerde methode.</p><div class=\"mabout\" id=\"m-about\"><p>Gemini 2.5 Pro is Googles stabiele denkprofiel voor geavanceerd programmeerwerk, wiskunde, STEM en analyse met lange context. Het kan tekst, audio, afbeeldingen, video en volledige coderepositories begrijpen; het Gemini API-profiel accepteert ook PDF-invoer. De uitvoer is tekst, waaronder code, een geschreven analyse of een gestructureerd record. Een bruikbare opdracht levert het bewijsmateriaal en vraagt om een controleerbaar resultaat, zoals een toegelichte oplossing, een bevinding in een codebase of een vergelijking van meerdere documenten.</p><p>Lever voor programmeerwerk de relevante bestanden, het waargenomen gedrag en de wijziging of vraag die ertoe doet. Lange context kan het model helpen verbanden tussen modules te leggen in plaats van vanuit één los fragment te redeneren. Vraag bij onderzoek van een codepad om een identifier vanaf een invoerformulier via verwerking en opslag te volgen, vast te stellen waar een contract verandert en een gerichte correctie voor te stellen. Behoud de randvoorwaarden en vraag om onderbouwende verwijzingen. Een voorgestelde aanpassing moet worden vergeleken met de werkelijke code en met eventuele validatie via de aangesloten tools.</p><p>Beschrijf bij wiskunde of wetenschappelijke analyse het probleem, de aannames, eenheden en vereiste antwoordvorm. Lever de gegevens of figuren waarvan de berekening afhangt. Vraag om het onderbouwde resultaat en de controles die het beoordeelbaar maken, zoals grensgevallen of een vergelijking met de oorspronkelijke waarden. Het redeneervermogen van het model neemt onduidelijkheid in de probleemstelling niet weg. Houd een onbekende grootheid of ongefundeerde aanname zichtbaar in plaats van die door een handige waarde te vervangen.</p><p>Dynamisch denken is de gedocumenteerde standaard. De Gemini 2.5 GenerateContent-gids ondersteunt voor Pro een expliciet redeneerbudget van 128 tot 32.768 tokens, of -1 voor adaptief denken. Deze editie kan het denken niet volledig uitschakelen. Deze instellingen verschillen van Flashs optie voor een nulbudget en van de denkniveaus van Gemini 3. Het denkbudget stuurt het redeneren zonder een exact aantal interne tokens te garanderen; een antwoordlimiet moet ook ruimte overlaten voor het uiteindelijke resultaat.</p><p>Benoem bij multimodaal documentwerk welke pagina&#39;s, grafiek, beeldregio of gebeurtenis in een opname het antwoord moeten ondersteunen. Een praktische synthesetaak kan vragen om de concurrerende beweringen in meerdere brondocumenten, de passages die ze ondersteunen en de verschillen die voor één beslissing van belang zijn. Vraag het model om een vermeld feit van een gevolgtrekking te onderscheiden. Definieer bij video of audio of het resultaat een beschrijving, transcript, samenvatting of vergelijking moet zijn. Beeld en geluid vormen in dit profiel het bewijsmateriaal voor een tekstresultaat.</p><p>De modelspecifieke API-pagina documenteert function calling, code-uitvoering, bestandszoekfuncties, search grounding, Maps grounding, URL-context en gestructureerde uitvoer. Definieer het doel en de parametervelden van functies en behoud de werkelijke resultaten in volgende gespreksbeurten. Geef voor een record met een verplicht schema de vereiste velden aan en beschrijf hoe ontbrekende informatie moet worden weergegeven. De native architectuur is een multimodale sparse mixture-of-experts-transformer; dat modelontwerp levert op zichzelf geen externe tooluitvoering of voltooide toepassing bovenop de teruggegeven tekst of code.</p><p>De native kaart vermeldt 1M invoercontext en 64K tekstuitvoer; de API-tabel specificeert 1.048.576 invoertokens en 65.536 uitvoertokens. Instructies, broninhoud en behouden geschiedenis tellen mee bij de voorbereiding van de invoer. Een maximale antwoordruimte omvat redeneertokens, waardoor een te kleine limiet het uiteindelijke antwoord kan onderbreken. Caching en batchverwerking zijn gedocumenteerd, samen met de opties Flex en Priority. Behoud elke bronidentifier en de gevraagde eindvorm bij het voorbereiden van onafhankelijke taken met lange context.</p><p>De stabiele identifier verschilt van de Experimental- en Preview-edities die afzonderlijk in de gedeelde Pro-modelkaart worden besproken. Schrijf hun versiegebonden resultaten niet aan dit profiel toe alleen omdat ze de naam Pro delen. De kaart noemt mogelijke hallucinaties en beperkingen in causaal begrip, complexe deductie en contrafeitelijk redeneren, met januari 2025 als kennisgrens. Lever actuele onderbouwing waar dat relevant is en controleer bronverwijzingen, berekeningen en voorgestelde wijzigingen. De bruikbare uitvoer is het onderbouwde tekst- of coderesultaat waarom de taak vroeg.</p></div></details></section><section class=\"card-section\" data-card-section=\"methods\"><h3 tabindex=\"-1\">Beschikbaar in Ailoot · invoer en methoden</h3><details class=\"card-method\" open><summary><b>Ailoot Ultra · Batchverwerking</b> <code>POST /v1/batches</code></summary><dl class=\"method-capabilities\"><div><dt>Invoer</dt><dd><code>text</code></dd></div><div><dt>Uitvoer</dt><dd><code>text</code></dd></div><div><dt>Uitvoerformaat</dt><dd>inline JSON uit results[].response.body</dd></div></dl><div class=\"tw\" data-card-parameters data-typed-parameters><table><thead><tr><th>Veld</th><th>Type</th><th>Vereiste</th><th>Waarden en limieten</th><th>Standaard</th></tr></thead><tbody><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">endpoint</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Vereist</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>/v1/chat/completions</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Vereist</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>google/gemini-2.5-pro:batch</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">requests</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>batch_item[]</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Vereist</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>Minimumaantal items: 1</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">requests[].custom_id</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Vereist</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">requests[].body.messages</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>message[]</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Vereist</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">completion_window</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>24h</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">provider</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>object|null</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">requests[].body.model</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>google/gemini-2.5-pro:batch, google/gemini-2.5-pro</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">provider.only</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>string[]</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>google-vertex/global</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">provider.allow_fallbacks</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span><code>boolean|null</code></td><td data-cell-label=\"Vereiste\"><span class=\"card-cell-label\">Vereiste</span>Optioneel</td><td data-cell-label=\"Waarden en limieten\"><span class=\"card-cell-label\">Waarden en limieten</span><div>false, null</div></td><td data-cell-label=\"Standaard\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standaard</span>—</td></tr></tbody></table></div><details class=\"note-s\" data-method-contract><summary>Methodeparameters en levenscyclus</summary><div class=\"tw\" data-card-table=\"contract\"><table><thead><tr><th>Parameter</th><th>Contract</th></tr></thead><tbody><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>content_type</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>application/json</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>required</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>endpoint, model, requests</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>material_types</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>text</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>representation</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>inline requests[]; elk item bevat custom_id en body</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>request_endpoint_profile</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>/v1/chat/completions</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>file_material</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>De aanroeper kan de daadwerkelijke UTF-8 JSONL lokaal in requests[] inlezen. Er wordt geen uploaddoel, input_file_id of bestandsverwijzing gebruikt. Ontbrekend of leeg klantmateriaal stopt de voorbereiding vóór POST.</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>serialization_order</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>endpoint, model, provider (indien opgegeven), completion_window (indien opgegeven), requests als laatste</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>optional_controls</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>provider.only, provider.allow_fallbacks, completion_window</td></tr><tr><th data-cell-label=\"Parameter\" scope=\"row\"><span class=\"card-cell-label\">Parameter</span><code>schema_scope</code></th><td data-cell-label=\"Contract\"><span class=\"card-cell-label\">Contract</span>Aanvraagbodies voor tekst via Chat Completions in de gedocumenteerde inline Batch-structuur.</td></tr></tbody></table></div><p>Levenscyclus: <code>asynchronous</code></p><p class=\"note-s\"><code>GET /v1/batches/{operation_id}</code> · daadwerkelijke response.id uit de oorspronkelijke aanmaakrespons; dezelfde gebruiker/sleutel/groep</p></details></details></section><section class=\"card-section\" data-card-section=\"pricing\"><h3 tabindex=\"-1\">Tarieven</h3><div data-native-semantic-method=\"v1\" data-tariff-reference-only><p class=\"note-s\" data-rate-support-note>Tariefverwijzingen voegen geen verzoekopties toe. Ondersteunde parameters staan bij de geselecteerde methode.</p><dl data-price-conditions><dt>Snelle modus</dt><dd>Niet opgegeven <span class=\"note-s\">Wanneer de snelle modus geselecteerd is</span></dd><dt>Flex-modus</dt><dd>Niet opgegeven <span class=\"note-s\">Wanneer de flex-modus geselecteerd is</span></dd><dt>Maximale redeneerinspanning</dt><dd>Niet opgegeven <span class=\"note-s\">Wanneer voor maximale redeneerinspanning de default-aanpassing wordt gebruikt</span></dd><dt>Tarieven voor expliciete caching</dt><dd>Niet ingeschakeld <span class=\"note-s\">Wanneer expliciete caching wordt aangevraagd</span></dd></dl></div><div data-declared-tariff-pricing><h4>Ailoot-tarieven</h4><h4>Prijzen per configuratie</h4><p class=\"note-s\">Koppel elke kostenpost aan de getoonde voorwaarden. Gebruik één tarief voor elke groep alternatieve configuraties.</p><div class=\"tw\" data-pricing-profiles><table><thead><tr><th>Configuratie</th><th>Tariefstaffel</th><th>Contexttokens, meer dan</th><th>Contexttokens, tot en met</th><th>Kosten</th></tr></thead><tbody><tr><th data-cell-label=\"Configuratie\" scope=\"row\"><span class=\"card-cell-label\">Configuratie</span>Basistarieven voor tokens</th><td data-cell-label=\"Tariefstaffel\"><span class=\"card-cell-label\">Tariefstaffel</span>Basistarief</td><td data-cell-label=\"Contexttokens, meer dan\"><span class=\"card-cell-label\">Contexttokens, meer dan</span>—</td><td data-cell-label=\"Contexttokens, tot en met\"><span class=\"card-cell-label\">Contexttokens, tot en met</span>Geen bovengrens</td><td data-cell-label=\"Kosten\"><span class=\"card-cell-label\">Kosten</span><div><span>Invoer · Invoertokens</span> <b>$0.00125</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Uitvoer · Uitvoertokens</span> <b>$0.01</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache lezen</span> <b>$0.00025</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache schrijven</span> <b>—</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache schrijven, 1 uur</span> <b>—</b> <span class=\"price-unit\">/ 1K tokens</span></div></td></tr><tr><th data-cell-label=\"Configuratie\" scope=\"row\"><span class=\"card-cell-label\">Configuratie</span>Aanvraaglengte · niveau 1</th><td data-cell-label=\"Tariefstaffel\"><span class=\"card-cell-label\">Tariefstaffel</span>—</td><td data-cell-label=\"Contexttokens, meer dan\"><span class=\"card-cell-label\">Contexttokens, meer dan</span>0</td><td data-cell-label=\"Contexttokens, tot en met\"><span class=\"card-cell-label\">Contexttokens, tot en met</span>200.000</td><td data-cell-label=\"Kosten\"><span class=\"card-cell-label\">Kosten</span><div><span>Invoer · Invoertokens</span> <b>$0.00125</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Uitvoer · Uitvoertokens</span> <b>$0.01</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache lezen</span> <b>$0.00025</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache schrijven</span> <b>—</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache schrijven, 1 uur</span> <b>—</b> <span class=\"price-unit\">/ 1K tokens</span></div></td></tr><tr><th data-cell-label=\"Configuratie\" scope=\"row\"><span class=\"card-cell-label\">Configuratie</span>Aanvraaglengte · niveau 2</th><td data-cell-label=\"Tariefstaffel\"><span class=\"card-cell-label\">Tariefstaffel</span>—</td><td data-cell-label=\"Contexttokens, meer dan\"><span class=\"card-cell-label\">Contexttokens, meer dan</span>200.000</td><td data-cell-label=\"Contexttokens, tot en met\"><span class=\"card-cell-label\">Contexttokens, tot en met</span>Geen bovengrens</td><td data-cell-label=\"Kosten\"><span class=\"card-cell-label\">Kosten</span><div><span>Invoer · Invoertokens</span> <b>$0.0025</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Uitvoer · Uitvoertokens</span> <b>$0.015</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache lezen</span> <b>$0.0005</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache schrijven</span> <b>—</b> <span class=\"price-unit\">/ 1K tokens</span></div><div><span>Invoer · Cache schrijven, 1 uur</span> <b>—</b> <span class=\"price-unit\">/ 1K tokens</span></div></td></tr></tbody></table></div></div><p class=\"note-s\">Ailoot reserveert vóór een verzoek een geschat bedrag. Na het resultaat worden de uiteindelijke kosten afgerekend op basis van het gemeten verbruik. Bij streaming gebeurt de afrekening op basis van de definitieve verbruiksregistratie. <a href=\"/docs/nl-be/billing/reserve/\">Zo werken reservering en afrekening →</a></p></section><section class=\"card-section\" data-card-section=\"examples\"><h3 tabindex=\"-1\">Voorbeeldverzoeken</h3><h4>Ailoot Ultra · Batchverwerking</h4><div class=\"code-group\"><div class=\"cg-bar\"><div class=\"cg-tabs\" role=\"tablist\" aria-label=\"Codevarianten\"><button class=\"cg-tab\" id=\"model-code-1446-tab-0\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1446-panel-0\" aria-selected=\"true\" tabindex=\"0\">curl · bewaarde fixture</button><button class=\"cg-tab\" id=\"model-code-1446-tab-1\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1446-panel-1\" aria-selected=\"false\" tabindex=\"-1\">Python HTTP · daadwerkelijke JSONL van de klant</button><button class=\"cg-tab\" id=\"model-code-1446-tab-2\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1446-panel-2\" aria-selected=\"false\" tabindex=\"-1\">Python · sla elk voltooid resultaat op</button></div><div class=\"cg-tools\"><button class=\"cg-btn cg-copy\" type=\"button\" aria-label=\"Code kopiëren\"><svg class=\"cp\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><rect x=\"5.25\" y=\"5.25\" width=\"8.5\" height=\"8.5\" rx=\"1.75\"/><path d=\"M10.75 5.25V3.5a1.25 1.25 0 0 0-1.25-1.25H3.5A1.25 1.25 0 0 0 2.25 3.5v6a1.25 1.25 0 0 0 1.25 1.25h1.75\"/></svg><svg class=\"ok\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><path d=\"m3 8.5 3.25 3.25L13 5\"/></svg></button></div></div><div class=\"cg-body\"><div class=\"cg-pane\" id=\"model-code-1446-panel-0\" role=\"tabpanel\" aria-labelledby=\"model-code-1446-tab-0\"><pre data-lang=\"bash\"><code>set -eu\n: &quot;${AILOOT_API_KEY:?Set your Ailoot API key}&quot;\npython3 - &lt;&lt;&#39;PY_REQUEST&#39;\nimport json\nfrom pathlib import Path\nbody=json.loads(&#39;{&quot;endpoint&quot;:&quot;/v1/chat/completions&quot;,&quot;model&quot;:&quot;google/gemini-2.5-pro:batch&quot;,&quot;requests&quot;:[{&quot;custom_id&quot;:&quot;req-0001&quot;,&quot;body&quot;:{&quot;messages&quot;:[{&quot;role&quot;:&quot;user&quot;,&quot;content&quot;:&quot;Hello!&quot;}],&quot;max_tokens&quot;:16}}]}&#39;)\nPath(&quot;batch-request.json&quot;).write_text(json.dumps(body,ensure_ascii=False),encoding=&quot;utf-8&quot;)\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/batches \\\n  -H &quot;Authorization: Bearer $AILOOT_API_KEY&quot; -H &#39;Content-Type: application/json&#39; \\\n  --data-binary @batch-request.json -D batch-response-headers.txt -o batch-create-response.json\n</code></pre></div><div class=\"cg-pane\" id=\"model-code-1446-panel-1\" role=\"tabpanel\" aria-labelledby=\"model-code-1446-tab-1\" hidden><pre data-lang=\"python\"><code>import json, os\nfrom pathlib import Path\nfrom urllib.request import Request, urlopen\n\ndef prepare_requests(customer_path):\n    path = Path(customer_path)\n    if not path.is_file(): raise ValueError(&quot;Customer JSONL file is missing&quot;)\n    items = [json.loads(line) for line in path.read_text(encoding=&quot;utf-8&quot;).splitlines() if line.strip()]\n    if not items: raise ValueError(&quot;Customer JSONL contains no requests&quot;)\n    ids = set()\n    for item in items:\n        if set(item) != {&quot;custom_id&quot;, &quot;body&quot;}: raise ValueError(&quot;Each item needs custom_id and body&quot;)\n        cid = item[&quot;custom_id&quot;]\n        if not isinstance(cid, str) or not cid.strip() or cid in ids: raise ValueError(&quot;custom_id must be nonempty and unique&quot;)\n        ids.add(cid)\n        if not isinstance(item[&quot;body&quot;], dict) or not item[&quot;body&quot;].get(&quot;messages&quot;): raise ValueError(&quot;Supply actual text messages&quot;)\n        supplied_model = item[&quot;body&quot;].get(&quot;model&quot;)\n        if supplied_model is not None and supplied_model not in [&#39;google/gemini-2.5-pro:batch&#39;, &#39;google/gemini-2.5-pro&#39;]: raise ValueError(&quot;body.model must be an exact documented caller or wire ID&quot;)\n    return {&quot;endpoint&quot;:&quot;/v1/chat/completions&quot;, &quot;model&quot;:&quot;google/gemini-2.5-pro:batch&quot;, &quot;requests&quot;:items}\n\nif __name__ == &quot;__main__&quot;:\n    material = os.environ.get(&quot;AILOOT_BATCH_REQUESTS_JSONL&quot;, &quot;&quot;)\n    if not material: raise SystemExit(&quot;Set AILOOT_BATCH_REQUESTS_JSONL to your actual customer file&quot;)\n    body = prepare_requests(material)\n    key = os.environ.get(&quot;AILOOT_API_KEY&quot;, &quot;&quot;)\n    if not key: raise SystemExit(&quot;Set AILOOT_API_KEY&quot;)\n    request = Request(&quot;https://api.ailoot.ai/v1/batches&quot;, data=json.dumps(body, ensure_ascii=False).encode(&quot;utf-8&quot;), headers={&quot;Authorization&quot;:&quot;Bearer &quot; + key, &quot;Content-Type&quot;:&quot;application/json&quot;}, method=&quot;POST&quot;)\n    with urlopen(request) as response:\n        raw = response.read()\n        Path(&quot;batch-create-response.json&quot;).write_bytes(raw)\n        print(raw.decode(&quot;utf-8&quot;))\n</code></pre></div><div class=\"cg-pane\" id=\"model-code-1446-panel-2\" role=\"tabpanel\" aria-labelledby=\"model-code-1446-tab-2\" hidden><pre data-lang=\"python\"><code>import json\nfrom pathlib import Path\nraw = Path(&quot;batch-status-response.json&quot;).read_bytes()\nresponse = json.loads(raw)\nif response.get(&quot;status&quot;) != &quot;completed&quot;:\n    raise SystemExit(&quot;Keep the original operation; read its status without resubmitting&quot;)\nresults = response.get(&quot;results&quot;)\nif not isinstance(results, list) or not results:\n    raise SystemExit(&quot;Preserve the original response; completed results are missing&quot;)\nPath(&quot;batch-results.jsonl&quot;).write_text(&quot;&quot;.join(json.dumps(item, ensure_ascii=False) + &quot;\\n&quot; for item in results), encoding=&quot;utf-8&quot;)\n# Preserve batch-status-response.json with aggregate usage and every result/error.\n</code></pre></div></div></div></section><section class=\"card-section\" data-card-section=\"results\"><h3 tabindex=\"-1\">Resultaten ophalen en opslaan</h3><h4>Ailoot Ultra · Batchverwerking</h4><p class=\"note-s\">inline JSON uit results[].response.body</p><ul class=\"card-result-paths\"><li><code>GET /v1/batches/{operation_id}</code></li></ul><h5>Taakstatus controleren</h5><div class=\"code-group\"><div class=\"cg-bar\"><div class=\"cg-tabs\" role=\"tablist\" aria-label=\"Codevarianten\"><button class=\"cg-tab\" id=\"model-code-1447-tab-0\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1447-panel-0\" aria-selected=\"true\" tabindex=\"0\">curl · Status van de oorspronkelijke bewerking</button></div><div class=\"cg-tools\"><button class=\"cg-btn cg-copy\" type=\"button\" aria-label=\"Code kopiëren\"><svg class=\"cp\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><rect x=\"5.25\" y=\"5.25\" width=\"8.5\" height=\"8.5\" rx=\"1.75\"/><path d=\"M10.75 5.25V3.5a1.25 1.25 0 0 0-1.25-1.25H3.5A1.25 1.25 0 0 0 2.25 3.5v6a1.25 1.25 0 0 0 1.25 1.25h1.75\"/></svg><svg class=\"ok\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><path d=\"m3 8.5 3.25 3.25L13 5\"/></svg></button></div></div><div class=\"cg-body\"><div class=\"cg-pane\" id=\"model-code-1447-panel-0\" role=\"tabpanel\" aria-labelledby=\"model-code-1447-tab-0\"><pre data-lang=\"bash\"><code>set -eu\n: &quot;${AILOOT_API_KEY:?Set your Ailoot API key}&quot;\nBATCH_OPERATION_ID=&quot;$(python3 - &lt;&lt;&#39;PY_ID&#39;\nimport json\nfrom pathlib import Path\nfrom urllib.parse import quote\nresponse = json.loads(Path(&quot;batch-create-response.json&quot;).read_text(encoding=&quot;utf-8&quot;))\noperation = response.get(&quot;id&quot;)\nif not isinstance(operation, str) or not operation: raise SystemExit(&quot;No actual original operation ID; preserve the response and do not resubmit&quot;)\nprint(quote(operation, safe=&quot;&quot;))\nPY_ID\n)&quot;\ncurl --fail-with-body --silent --show-error &quot;https://api.ailoot.ai/v1/batches/$BATCH_OPERATION_ID&quot; \\\n  -H &quot;Authorization: Bearer $AILOOT_API_KEY&quot; -o batch-status-response.json\n</code></pre></div></div></div><div class=\"card-result-process\" data-all-results><h5>Alle voltooide resultaten bewaren</h5><p class=\"note-s\">Bewaar elk volledig teruggegeven antwoord, bestand en inhoudsonderdeel.</p><p class=\"note-s\">Bewaar de volledige oorspronkelijke status-JSON, elk resultaat/custom_id en de volledige respons- of foutbody. Sla voltooide results[] op als JSONL, zonder te filteren.</p></div><div class=\"card-result-process\" data-unknown-recovery><h5>Als het oorspronkelijke antwoord moet worden gecontroleerd</h5><p class=\"note-s\">Bewaar de oorspronkelijke bewerkings-ID. 503 result_pending_check bevat X-Should-Retry:false; dien een oorspronkelijke batch met onbekende status nooit opnieuw in.</p></div><details class=\"card-about\" data-output-fields><summary>Antwoordvelden</summary><div class=\"tw\" data-card-table=\"output\"><table><thead><tr><th>Veld</th><th>Type</th></tr></thead><tbody><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">results[].custom_id</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>string</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">results[].response.body.choices[].message.content</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>string|null</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">results[].error</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>object|null</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">usage</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>object|null</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">id</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>string</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>string</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">endpoint</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>string</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">status</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>string</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">request_counts</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>object</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">results[].id</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>string</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">results[].response.status_code</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>integer</td></tr><tr><th data-cell-label=\"Veld\" scope=\"row\"><span class=\"card-cell-label\">Veld</span><code class=\"card-field-name\">results[].response.request_id</code></th><td data-cell-label=\"Type\" data-field-type><span class=\"card-cell-label\">Type</span>string</td></tr></tbody></table></div></details><details class=\"card-about\" data-method-errors><summary>Fouten en vervolgstappen</summary><div class=\"tw\" data-card-table=\"errors\"><table><thead><tr><th>Antwoord</th><th>Voorwaarde</th><th>Volgende stap</th></tr></thead><tbody><tr><th data-cell-label=\"Antwoord\" scope=\"row\"><span class=\"card-cell-label\">Antwoord</span>400 · <code>invalid_request_error</code></th><td data-cell-label=\"Voorwaarde\"><span class=\"card-cell-label\">Voorwaarde</span>Ongeldige gedocumenteerde inline structuur, dubbele sleutels, ongeldige itemidentiteit of conflict met de geconfigureerde modelmogelijkheden.</td><td data-cell-label=\"Volgende stap\"><span class=\"card-cell-label\">Volgende stap</span>Corrigeer de aangegeven velden vóór elke nieuwe indiening.</td></tr><tr><th data-cell-label=\"Antwoord\" scope=\"row\"><span class=\"card-cell-label\">Antwoord</span>401 · <code>authentication_error</code></th><td data-cell-label=\"Voorwaarde\"><span class=\"card-cell-label\">Voorwaarde</span>Ongeldige API-sleutel.</td><td data-cell-label=\"Volgende stap\"><span class=\"card-cell-label\">Volgende stap</span>Gebruik de geautoriseerde Ailoot-sleutel.</td></tr><tr><th data-cell-label=\"Antwoord\" scope=\"row\"><span class=\"card-cell-label\">Antwoord</span>403 · <code>permission_error</code></th><td data-cell-label=\"Voorwaarde\"><span class=\"card-cell-label\">Voorwaarde</span>Batch-groep niet beschikbaar.</td><td data-cell-label=\"Volgende stap\"><span class=\"card-cell-label\">Volgende stap</span>Controleer de toegangsrechten van de sleutel/groep.</td></tr><tr><th data-cell-label=\"Antwoord\" scope=\"row\"><span class=\"card-cell-label\">Antwoord</span>422 · <code>invalid_request_error</code></th><td data-cell-label=\"Voorwaarde\"><span class=\"card-cell-label\">Voorwaarde</span>Batch wordt via het saldo gefactureerd; aanmaken via een abonnement wordt geweigerd.</td><td data-cell-label=\"Volgende stap\"><span class=\"card-cell-label\">Volgende stap</span>Gebruik de geautoriseerde groep die via het saldo wordt gefactureerd.</td></tr><tr><th data-cell-label=\"Antwoord\" scope=\"row\"><span class=\"card-cell-label\">Antwoord</span>422 · <code>price_unavailable</code></th><td data-cell-label=\"Voorwaarde\"><span class=\"card-cell-label\">Voorwaarde</span>Voor de Batch-invoer kan geen prijsraming worden gemaakt.</td><td data-cell-label=\"Volgende stap\"><span class=\"card-cell-label\">Volgende stap</span>Bewaar de respons; gebruik de gedocumenteerde invoer voor deze familie.</td></tr><tr><th data-cell-label=\"Antwoord\" scope=\"row\"><span class=\"card-cell-label\">Antwoord</span>402 · <code>billing_error</code></th><td data-cell-label=\"Voorwaarde\"><span class=\"card-cell-label\">Voorwaarde</span>Reservering voor Batch niet beschikbaar.</td><td data-cell-label=\"Volgende stap\"><span class=\"card-cell-label\">Volgende stap</span>Los het toelatingsprobleem op vóór een nieuwe aanvraag.</td></tr><tr><th data-cell-label=\"Antwoord\" scope=\"row\"><span class=\"card-cell-label\">Antwoord</span>503 · <code>price_unavailable</code></th><td data-cell-label=\"Voorwaarde\"><span class=\"card-cell-label\">Voorwaarde</span>Prijs voor de Batch-methode/native tarieven niet beschikbaar.</td><td data-cell-label=\"Volgende stap\"><span class=\"card-cell-label\">Volgende stap</span>Bewaar de respons; vervang de prijzen niet.</td></tr><tr><th data-cell-label=\"Antwoord\" scope=\"row\"><span class=\"card-cell-label\">Antwoord</span>503 · <code>api_error</code></th><td data-cell-label=\"Voorwaarde\"><span class=\"card-cell-label\">Voorwaarde</span>De exacte leveranciersroute is niet beschikbaar.</td><td data-cell-label=\"Volgende stap\"><span class=\"card-cell-label\">Volgende stap</span>Bewaar de respons voor het herstel van de route.</td></tr><tr><th data-cell-label=\"Antwoord\" scope=\"row\"><span class=\"card-cell-label\">Antwoord</span>503 · <code>result_pending_check</code></th><td data-cell-label=\"Voorwaarde\"><span class=\"card-cell-label\">Voorwaarde</span>Het oorspronkelijke resultaat moet gecontroleerd worden; X-Should-Retry:false.</td><td data-cell-label=\"Volgende stap\"><span class=\"card-cell-label\">Volgende stap</span>Bewaar de oorspronkelijke operation_id/id en lees de status ervan uit; herhaal de oorspronkelijke POST nooit.</td></tr><tr><th data-cell-label=\"Antwoord\" scope=\"row\"><span class=\"card-cell-label\">Antwoord</span>404 · <code>not_found</code></th><td data-cell-label=\"Voorwaarde\"><span class=\"card-cell-label\">Voorwaarde</span>Bewerking voor de Batch-status ontbreekt of behoort toe aan een andere identiteit.</td><td data-cell-label=\"Volgende stap\"><span class=\"card-cell-label\">Volgende stap</span>Gebruik de exacte oorspronkelijke id en dezelfde gebruiker/sleutel/groep.</td></tr></tbody></table></div></details></section><section class=\"card-section\" data-card-section=\"aliases\"><h3 tabindex=\"-1\">Aliasnamen</h3><h4>Modelaliasnamen</h4><p class=\"note-s\"><span data-model-alias-route=\"Ultra\"><b>Ailoot Ultra</b> <a href=\"#m=google%2Fgemini-2.5-pro%3Abatch&amp;route=Ultra&amp;caller=google%2Fgemini-2.5-pro%3Abatch&amp;fmt=batches\"><code>google/gemini-2.5-pro:batch</code></a></span></p><h4>Aliasnamen voor methodepaden</h4><p class=\"note-s\">Gebruik de hierboven getoonde methodepaden.</p><h4>Gerelateerde aanroeper-ID’s</h4><p class=\"note-s\"><a href=\"#m=google%2Fgemini-2.5-pro%3Abatch&amp;route=Ultra&amp;caller=google%2Fgemini-2.5-pro%3Abatch&amp;fmt=batches\"><code>google/gemini-2.5-pro:batch</code></a></p></section></div>",
      "method_identity": {
        "effective_request_model_id": "google/gemini-2.5-pro:batch",
        "fmt": "batches",
        "http": "POST",
        "path": "/v1/batches",
        "request_model_id": "google/gemini-2.5-pro:batch",
        "route_label": "Ultra"
      },
      "method_key": "Ultra|batches|/v1/batches|google%2Fgemini-2.5-pro%3Abatch",
      "ordinal": 0,
      "rawMethod": {
        "available": null,
        "cache_read": 0.25,
        "cache_write": null,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "all_results": "Preserve full JSON and every result; provider real IDs are only read from actual returned responses.",
            "authentication": {
              "api_key_source": "AILOOT_API_KEY",
              "header": "Authorization: Bearer"
            },
            "errors": [
              {
                "code": null,
                "condition": "Ongeldige gedocumenteerde inline structuur, dubbele sleutels, ongeldige itemidentiteit of conflict met de geconfigureerde modelmogelijkheden.",
                "http_status": 400,
                "recovery": "Corrigeer de aangegeven velden vóór elke nieuwe indiening.",
                "type": "invalid_request_error"
              },
              {
                "code": null,
                "condition": "Ongeldige API-sleutel.",
                "http_status": 401,
                "recovery": "Gebruik de geautoriseerde Ailoot-sleutel.",
                "type": "authentication_error"
              },
              {
                "code": null,
                "condition": "Batch-groep niet beschikbaar.",
                "http_status": 403,
                "recovery": "Controleer de toegangsrechten van de sleutel/groep.",
                "type": "permission_error"
              },
              {
                "code": null,
                "condition": "Batch wordt via het saldo gefactureerd; aanmaken via een abonnement wordt geweigerd.",
                "http_status": 422,
                "recovery": "Gebruik de geautoriseerde groep die via het saldo wordt gefactureerd.",
                "type": "invalid_request_error"
              },
              {
                "code": null,
                "condition": "Voor de Batch-invoer kan geen prijsraming worden gemaakt.",
                "http_status": 422,
                "recovery": "Bewaar de respons; gebruik de gedocumenteerde invoer voor deze familie.",
                "type": "price_unavailable"
              },
              {
                "code": null,
                "condition": "Reservering voor Batch niet beschikbaar.",
                "http_status": 402,
                "recovery": "Los het toelatingsprobleem op vóór een nieuwe aanvraag.",
                "type": "billing_error"
              },
              {
                "code": null,
                "condition": "Prijs voor de Batch-methode/native tarieven niet beschikbaar.",
                "http_status": 503,
                "recovery": "Bewaar de respons; vervang de prijzen niet.",
                "type": "price_unavailable"
              },
              {
                "code": null,
                "condition": "De exacte leveranciersroute is niet beschikbaar.",
                "http_status": 503,
                "recovery": "Bewaar de respons voor het herstel van de route.",
                "type": "api_error"
              },
              {
                "code": "result_pending_check",
                "condition": "Het oorspronkelijke resultaat moet gecontroleerd worden; X-Should-Retry:false.",
                "http_status": 503,
                "recovery": "Bewaar de oorspronkelijke operation_id/id en lees de status ervan uit; herhaal de oorspronkelijke POST nooit.",
                "type": null
              },
              {
                "code": "not_found",
                "condition": "Bewerking voor de Batch-status ontbreekt of behoort toe aan een andere identiteit.",
                "http_status": 404,
                "recovery": "Gebruik de exacte oorspronkelijke id en dezelfde gebruiker/sleutel/groep.",
                "type": null
              }
            ],
            "example_body": {
              "endpoint": "/v1/chat/completions",
              "model": "google/gemini-2.5-pro:batch",
              "requests": [
                {
                  "body": {
                    "max_tokens": 16,
                    "messages": [
                      {
                        "content": "Hello!",
                        "role": "user"
                      }
                    ]
                  },
                  "custom_id": "req-0001"
                }
              ]
            },
            "input_constraints": [
              "Use the exact shown :batch model ID.",
              "Each custom_id must be nonempty and unique within the batch.",
              "Keep requests last in the serialized body; duplicate JSON keys are rejected.",
              "Each body.model is omitted or equals the exact batch caller or its documented base ID.",
              "Per-item provider, service_tier and input_type are outside this batch profile.",
              "stream is omitted or false.",
              "Supply text messages for this Chat batch profile; image/audio/file/video objects, hosted tools and cache-control fields are outside this profile.",
              "If body.model is present, use only the exact caller or wire ID listed here; no suffix conversion is needed.",
              "For google/ wire IDs, all items use an identical response_format."
            ],
            "outputs": {
              "all_results": "Bewaar de volledige oorspronkelijke status-JSON, elk resultaat/custom_id en de volledige respons- of foutbody. Sla voltooide results[] op als JSONL, zonder te filteren.",
              "enclosing_family": "batch",
              "family": "text",
              "fields": [
                {
                  "name": "results[].custom_id",
                  "type": "string"
                },
                {
                  "name": "results[].response.body.choices[].message.content",
                  "type": "string|null"
                },
                {
                  "name": "results[].error",
                  "type": "object|null"
                },
                {
                  "name": "usage",
                  "type": "object|null"
                },
                {
                  "description": null,
                  "name": "id",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "model",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "endpoint",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "status",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "request_counts",
                  "type": "object"
                },
                {
                  "description": null,
                  "name": "results[].id",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "results[].response.status_code",
                  "type": "integer"
                },
                {
                  "description": null,
                  "name": "results[].response.request_id",
                  "type": "string"
                }
              ],
              "format": "inline JSON uit results[].response.body"
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "/v1/chat/completions"
                ],
                "enum_known": true,
                "name": "endpoint",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "google/gemini-2.5-pro:batch"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "min_items": 1,
                "name": "requests",
                "required": true,
                "type": "batch_item[]"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "requests[].custom_id",
                "required": true,
                "type": "string",
                "unique_within_batch": true
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "requests[].body.messages",
                "required": true,
                "type": "message[]"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "24h"
                ],
                "enum_known": true,
                "name": "completion_window",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "provider",
                "required": false,
                "type": "object|null"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "google/gemini-2.5-pro:batch",
                  "google/gemini-2.5-pro"
                ],
                "enum_known": true,
                "name": "requests[].body.model",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  [
                    "google-vertex/global"
                  ]
                ],
                "enum_known": true,
                "name": "provider.only",
                "required": false,
                "type": "string[]"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  false,
                  null
                ],
                "enum_known": true,
                "name": "provider.allow_fallbacks",
                "required": false,
                "type": "boolean|null"
              }
            ],
            "provider_policy": {
              "allow_fallbacks": false,
              "configured_only": [
                "google-vertex/global"
              ],
              "per_item_override": false,
              "when_omitted": "Current Source injects the exact persisted declaration before fresh submission."
            },
            "request_schema": {
              "additionalProperties": false,
              "properties": {
                "completion_window": {
                  "enum": [
                    "24h"
                  ],
                  "type": "string"
                },
                "endpoint": {
                  "enum": [
                    "/v1/chat/completions"
                  ],
                  "type": "string"
                },
                "model": {
                  "enum": [
                    "google/gemini-2.5-pro:batch"
                  ],
                  "type": "string"
                },
                "provider": {
                  "additionalProperties": false,
                  "properties": {
                    "allow_fallbacks": {
                      "enum": [
                        false,
                        null
                      ],
                      "type": [
                        "boolean",
                        "null"
                      ]
                    },
                    "only": {
                      "enum": [
                        [
                          "google-vertex/global"
                        ]
                      ],
                      "items": {
                        "enum": [
                          "google-vertex/global"
                        ],
                        "type": "string"
                      },
                      "maxItems": 1,
                      "minItems": 1,
                      "type": "array"
                    }
                  },
                  "type": [
                    "object",
                    "null"
                  ]
                },
                "requests": {
                  "items": {
                    "additionalProperties": false,
                    "properties": {
                      "body": {
                        "additionalProperties": true,
                        "properties": {
                          "max_tokens": {
                            "minimum": 1,
                            "type": "integer"
                          },
                          "messages": {
                            "items": {
                              "properties": {
                                "content": {
                                  "type": "string"
                                },
                                "role": {
                                  "type": "string"
                                }
                              },
                              "required": [
                                "role",
                                "content"
                              ],
                              "type": "object"
                            },
                            "minItems": 1,
                            "type": "array"
                          },
                          "model": {
                            "enum": [
                              "google/gemini-2.5-pro:batch",
                              "google/gemini-2.5-pro"
                            ],
                            "type": "string"
                          }
                        },
                        "required": [
                          "messages"
                        ],
                        "type": "object"
                      },
                      "custom_id": {
                        "minLength": 1,
                        "type": "string"
                      }
                    },
                    "required": [
                      "custom_id",
                      "body"
                    ],
                    "type": "object"
                  },
                  "minItems": 1,
                  "type": "array"
                }
              },
              "required": [
                "endpoint",
                "model",
                "requests"
              ],
              "type": "object"
            },
            "schema_template": {
              "endpoint": "/v1/chat/completions",
              "model": "google/gemini-2.5-pro:batch",
              "requests": [
                {
                  "body": {
                    "max_tokens": 16,
                    "messages": [
                      {
                        "content": "Hello!",
                        "role": "user"
                      }
                    ]
                  },
                  "custom_id": "req-0001"
                }
              ]
            },
            "unsupported": [
              "Files/input_file_id batch upload workflow",
              "active cancel route",
              "public batch list/delete/result-download route",
              "model-name-derived capability or weights equivalence"
            ]
          },
          "input": {
            "content_type": "application/json",
            "file_material": "De aanroeper kan de daadwerkelijke UTF-8 JSONL lokaal in requests[] inlezen. Er wordt geen uploaddoel, input_file_id of bestandsverwijzing gebruikt. Ontbrekend of leeg klantmateriaal stopt de voorbereiding vóór POST.",
            "material_types": [
              "text"
            ],
            "optional_controls": [
              "provider.only",
              "provider.allow_fallbacks",
              "completion_window"
            ],
            "representation": "inline requests[]; elk item bevat custom_id en body",
            "request_endpoint_profile": "/v1/chat/completions",
            "required": [
              "endpoint",
              "model",
              "requests"
            ],
            "schema_scope": "Aanvraagbodies voor tekst via Chat Completions in de gedocumenteerde inline Batch-structuur.",
            "serialization_order": [
              "endpoint",
              "model",
              "provider (indien opgegeven)",
              "completion_window (indien opgegeven)",
              "requests als laatste"
            ]
          },
          "lifecycle": {
            "cancel": null,
            "create": {
              "accepted_status": 202,
              "http": "POST",
              "path": "/v1/batches"
            },
            "delete": null,
            "file_upload": null,
            "mode": "asynchronous",
            "observed_status_values": [
              "validating",
              "in_progress",
              "finalizing",
              "completed",
              "failed",
              "expired",
              "cancelling",
              "cancelled"
            ],
            "owned_results": {
              "behavior": "Completed results are saved as owned JSONL, read back byte-for-byte and registered in the existing media library before publication after settlement. Status returns inline results; no separate Batch download route is added.",
              "format": "application/x-ndjson",
              "public_url_field_in_status": null
            },
            "status": {
              "http": "GET",
              "id_source": "daadwerkelijke response.id uit de oorspronkelijke aanmaakrespons; dezelfde gebruiker/sleutel/groep",
              "path": "/v1/batches/{operation_id}"
            },
            "terminal": [
              "completed",
              "failed",
              "expired",
              "cancelled"
            ],
            "unknown": "Bewaar de oorspronkelijke bewerkings-ID. 503 result_pending_check bevat X-Should-Retry:false; dien een oorspronkelijke batch met onbekende status nooit opnieuw in."
          },
          "manufacturer_capability": null,
          "method": {
            "http": "POST",
            "path": "/v1/batches"
          },
          "output": {
            "all_results": "Preserve the full original status JSON, every result/custom_id and complete response or error body. Save completed results[] as JSONL without filtering.",
            "family": "batch",
            "format": "JSON; completed results[] are returned inline and can be saved as JSONL."
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Basistarieven voor tokens",
            "units": [
              {
                "amount": "0.00125000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000125",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0.01000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00001",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0.00025000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000025",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": 200000,
              "min_context_tokens_exclusive": 0
            },
            "label": "Aanvraaglengte · niveau 1",
            "units": [
              {
                "amount": "0.00125000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000125",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0.01000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00001",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0.00025000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000025",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": null,
              "min_context_tokens_exclusive": 200000
            },
            "label": "Aanvraaglengte · niveau 2",
            "units": [
              {
                "amount": "0.0025000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.0000025",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0.015000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000015",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0.0005000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.0000005",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\npython3 - <<'PY_REQUEST'\nimport json\nfrom pathlib import Path\nbody=json.loads('{\"endpoint\":\"/v1/chat/completions\",\"model\":\"google/gemini-2.5-pro:batch\",\"requests\":[{\"custom_id\":\"req-0001\",\"body\":{\"messages\":[{\"role\":\"user\",\"content\":\"Hello!\"}],\"max_tokens\":16}}]}')\nPath(\"batch-request.json\").write_text(json.dumps(body,ensure_ascii=False),encoding=\"utf-8\")\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/batches \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -H 'Content-Type: application/json' \\\n  --data-binary @batch-request.json -D batch-response-headers.txt -o batch-create-response.json\n",
            "label": "curl · retained fixture",
            "language": "bash"
          },
          {
            "code": "import json, os\nfrom pathlib import Path\nfrom urllib.request import Request, urlopen\n\ndef prepare_requests(customer_path):\n    path = Path(customer_path)\n    if not path.is_file(): raise ValueError(\"Customer JSONL file is missing\")\n    items = [json.loads(line) for line in path.read_text(encoding=\"utf-8\").splitlines() if line.strip()]\n    if not items: raise ValueError(\"Customer JSONL contains no requests\")\n    ids = set()\n    for item in items:\n        if set(item) != {\"custom_id\", \"body\"}: raise ValueError(\"Each item needs custom_id and body\")\n        cid = item[\"custom_id\"]\n        if not isinstance(cid, str) or not cid.strip() or cid in ids: raise ValueError(\"custom_id must be nonempty and unique\")\n        ids.add(cid)\n        if not isinstance(item[\"body\"], dict) or not item[\"body\"].get(\"messages\"): raise ValueError(\"Supply actual text messages\")\n        supplied_model = item[\"body\"].get(\"model\")\n        if supplied_model is not None and supplied_model not in ['google/gemini-2.5-pro:batch', 'google/gemini-2.5-pro']: raise ValueError(\"body.model must be an exact documented caller or wire ID\")\n    return {\"endpoint\":\"/v1/chat/completions\", \"model\":\"google/gemini-2.5-pro:batch\", \"requests\":items}\n\nif __name__ == \"__main__\":\n    material = os.environ.get(\"AILOOT_BATCH_REQUESTS_JSONL\", \"\")\n    if not material: raise SystemExit(\"Set AILOOT_BATCH_REQUESTS_JSONL to your actual customer file\")\n    body = prepare_requests(material)\n    key = os.environ.get(\"AILOOT_API_KEY\", \"\")\n    if not key: raise SystemExit(\"Set AILOOT_API_KEY\")\n    request = Request(\"https://api.ailoot.ai/v1/batches\", data=json.dumps(body, ensure_ascii=False).encode(\"utf-8\"), headers={\"Authorization\":\"Bearer \" + key, \"Content-Type\":\"application/json\"}, method=\"POST\")\n    with urlopen(request) as response:\n        raw = response.read()\n        Path(\"batch-create-response.json\").write_bytes(raw)\n        print(raw.decode(\"utf-8\"))\n",
            "label": "Python HTTP · actual customer JSONL",
            "language": "python"
          },
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\nBATCH_OPERATION_ID=\"$(python3 - <<'PY_ID'\nimport json\nfrom pathlib import Path\nfrom urllib.parse import quote\nresponse = json.loads(Path(\"batch-create-response.json\").read_text(encoding=\"utf-8\"))\noperation = response.get(\"id\")\nif not isinstance(operation, str) or not operation: raise SystemExit(\"No actual original operation ID; preserve the response and do not resubmit\")\nprint(quote(operation, safe=\"\"))\nPY_ID\n)\"\ncurl --fail-with-body --silent --show-error \"https://api.ailoot.ai/v1/batches/$BATCH_OPERATION_ID\" \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -o batch-status-response.json\n",
            "label": "curl · original operation status",
            "language": "bash"
          },
          {
            "code": "import json\nfrom pathlib import Path\nraw = Path(\"batch-status-response.json\").read_bytes()\nresponse = json.loads(raw)\nif response.get(\"status\") != \"completed\":\n    raise SystemExit(\"Keep the original operation; read its status without resubmitting\")\nresults = response.get(\"results\")\nif not isinstance(results, list) or not results:\n    raise SystemExit(\"Preserve the original response; completed results are missing\")\nPath(\"batch-results.jsonl\").write_text(\"\".join(json.dumps(item, ensure_ascii=False) + \"\\n\" for item in results), encoding=\"utf-8\")\n# Preserve batch-status-response.json with aggregate usage and every result/error.\n",
            "label": "Python · save every completed result",
            "language": "python"
          }
        ],
        "family": "batch",
        "fast_multiplier": null,
        "flex_multiplier": null,
        "fmt": "batches",
        "hints": [
          "Read your actual request items before submission; inline requests are required.",
          "Keep the returned operation ID and every result. Never replay an unknown submission."
        ],
        "http": "POST",
        "in": 1.25,
        "input": [
          "text"
        ],
        "label": "Batchverwerking",
        "max_out": null,
        "max_reasoning_effort_multiplier": null,
        "out": 10,
        "output": [
          "text"
        ],
        "path": "/v1/batches",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Not specified",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Not specified",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Not specified",
            "when": "When maximum reasoning effort uses the default adjustment"
          },
          {
            "label": "Explicit cache pricing",
            "value": "Not enabled",
            "when": "When explicit cache is requested"
          }
        ],
        "pricing": {
          "billing_mode": "token",
          "image_input_price": null,
          "image_output_price": null,
          "per_request_price": null
        },
        "pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0.00125000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000125",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0.01000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00001",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0.00025000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000025",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": 200000,
              "min_context_tokens_exclusive": 0
            },
            "label": "Request-length tier 1",
            "units": [
              {
                "amount": "0.00125000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000125",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0.01000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00001",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0.00025000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000025",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": null,
              "min_context_tokens_exclusive": 200000
            },
            "label": "Request-length tier 2",
            "units": [
              {
                "amount": "0.0025000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.0000025",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0.015000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000015",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0.0005000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.0000005",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "request_model_id": "google/gemini-2.5-pro:batch",
        "route_label": "Ultra",
        "status_reads": [
          "GET /v1/batches/{operation_id}"
        ],
        "tiers": [
          {
            "cache_read": 0.25,
            "cache_read_multiplier": null,
            "cache_write": null,
            "cache_write_1h": null,
            "cache_write_multiplier": null,
            "created_at": "0001-01-01T00:00:00Z",
            "in": 1.25,
            "input_multiplier": null,
            "max": 200000,
            "max_tokens": 200000,
            "min": 0,
            "min_tokens": 0,
            "out": 10,
            "output_multiplier": null,
            "per_request_price": null,
            "sort_order": 0,
            "tier_label": "",
            "updated_at": "0001-01-01T00:00:00Z"
          },
          {
            "cache_read": 0.5,
            "cache_read_multiplier": null,
            "cache_write": null,
            "cache_write_1h": null,
            "cache_write_multiplier": null,
            "created_at": "0001-01-01T00:00:00Z",
            "in": 2.5,
            "input_multiplier": null,
            "max": null,
            "max_tokens": null,
            "min": 200000,
            "min_tokens": 200000,
            "out": 15,
            "output_multiplier": null,
            "per_request_price": null,
            "sort_order": 1,
            "tier_label": "",
            "updated_at": "0001-01-01T00:00:00Z"
          }
        ],
        "units": [
          {
            "amount": "0.00125000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.00000125",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0.01000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0.00001",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          },
          {
            "amount": "0.00025000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": "0.00000025",
            "native_quantity": 1,
            "native_unit": "cached_input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "cached_input_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "generic_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "generic_cache_creation_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_1h_price",
            "label": "Cache write, 1 hour",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "one_hour_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "one_hour_cache_creation_token"
          }
        ]
      }
    }
  ],
  "model_id": "google/gemini-2.5-pro:batch",
  "nativeProvenance": {
    "input_facts_canonical_sha256": "e35f3d2460b84507f330a0cd50de4905515fc969ef15c02bdad0a609880d98a1",
    "input_html_sha256": "3aa6cb4acaae5a4a5f4512f0c15c5b841894eda1ac5d2762f71b81a3c7782abd",
    "private_audit_sha256": "037d22e9625c46135b3fccd2b54b33c7e83320fbb80e34d721b34562da3dae96",
    "role": "historical-normalized-input-audit-hashes",
    "schema": "ailoot-native-model-provenance-v2"
  },
  "page": {
    "canonical": "https://ailoot.ai/models/nl-be/google-gemini-2-5-pro-u003a-batch/",
    "description": "Gemini 2.5 Pro is Googles stabiele denkmodel voor complexe code, wiskunde, STEM en analyse met lange context. Het accepteert tekst, afbeeldingen, audio, video en PDF en geeft tekst terug, met tools en gestructureerde uitvoer. Het dynamische redeneerbudget ondersteunt 128–32.768 tokens en kan niet volledig worden uitgeschakeld.",
    "locale": "nl-be",
    "md_url": "https://ailoot.ai/models/nl-be/google-gemini-2-5-pro-u003a-batch/index.md",
    "title": "Google: Gemini 2.5 Pro (batch) — Ailoot",
    "url": "https://ailoot.ai/models/nl-be/google-gemini-2-5-pro-u003a-batch/"
  },
  "rawModel": {
    "about": "Gemini 2.5 Pro is Googles stabiele denkprofiel voor geavanceerd programmeerwerk, wiskunde, STEM en analyse met lange context. Het kan tekst, audio, afbeeldingen, video en volledige coderepositories begrijpen; het Gemini API-profiel accepteert ook PDF-invoer. De uitvoer is tekst, waaronder code, een geschreven analyse of een gestructureerd record. Een bruikbare opdracht levert het bewijsmateriaal en vraagt om een controleerbaar resultaat, zoals een toegelichte oplossing, een bevinding in een codebase of een vergelijking van meerdere documenten.\n\nLever voor programmeerwerk de relevante bestanden, het waargenomen gedrag en de wijziging of vraag die ertoe doet. Lange context kan het model helpen verbanden tussen modules te leggen in plaats van vanuit één los fragment te redeneren. Vraag bij onderzoek van een codepad om een identifier vanaf een invoerformulier via verwerking en opslag te volgen, vast te stellen waar een contract verandert en een gerichte correctie voor te stellen. Behoud de randvoorwaarden en vraag om onderbouwende verwijzingen. Een voorgestelde aanpassing moet worden vergeleken met de werkelijke code en met eventuele validatie via de aangesloten tools.\n\nBeschrijf bij wiskunde of wetenschappelijke analyse het probleem, de aannames, eenheden en vereiste antwoordvorm. Lever de gegevens of figuren waarvan de berekening afhangt. Vraag om het onderbouwde resultaat en de controles die het beoordeelbaar maken, zoals grensgevallen of een vergelijking met de oorspronkelijke waarden. Het redeneervermogen van het model neemt onduidelijkheid in de probleemstelling niet weg. Houd een onbekende grootheid of ongefundeerde aanname zichtbaar in plaats van die door een handige waarde te vervangen.\n\nDynamisch denken is de gedocumenteerde standaard. De Gemini 2.5 GenerateContent-gids ondersteunt voor Pro een expliciet redeneerbudget van 128 tot 32.768 tokens, of -1 voor adaptief denken. Deze editie kan het denken niet volledig uitschakelen. Deze instellingen verschillen van Flashs optie voor een nulbudget en van de denkniveaus van Gemini 3. Het denkbudget stuurt het redeneren zonder een exact aantal interne tokens te garanderen; een antwoordlimiet moet ook ruimte overlaten voor het uiteindelijke resultaat.\n\nBenoem bij multimodaal documentwerk welke pagina's, grafiek, beeldregio of gebeurtenis in een opname het antwoord moeten ondersteunen. Een praktische synthesetaak kan vragen om de concurrerende beweringen in meerdere brondocumenten, de passages die ze ondersteunen en de verschillen die voor één beslissing van belang zijn. Vraag het model om een vermeld feit van een gevolgtrekking te onderscheiden. Definieer bij video of audio of het resultaat een beschrijving, transcript, samenvatting of vergelijking moet zijn. Beeld en geluid vormen in dit profiel het bewijsmateriaal voor een tekstresultaat.\n\nDe modelspecifieke API-pagina documenteert function calling, code-uitvoering, bestandszoekfuncties, search grounding, Maps grounding, URL-context en gestructureerde uitvoer. Definieer het doel en de parametervelden van functies en behoud de werkelijke resultaten in volgende gespreksbeurten. Geef voor een record met een verplicht schema de vereiste velden aan en beschrijf hoe ontbrekende informatie moet worden weergegeven. De native architectuur is een multimodale sparse mixture-of-experts-transformer; dat modelontwerp levert op zichzelf geen externe tooluitvoering of voltooide toepassing bovenop de teruggegeven tekst of code.\n\nDe native kaart vermeldt 1M invoercontext en 64K tekstuitvoer; de API-tabel specificeert 1.048.576 invoertokens en 65.536 uitvoertokens. Instructies, broninhoud en behouden geschiedenis tellen mee bij de voorbereiding van de invoer. Een maximale antwoordruimte omvat redeneertokens, waardoor een te kleine limiet het uiteindelijke antwoord kan onderbreken. Caching en batchverwerking zijn gedocumenteerd, samen met de opties Flex en Priority. Behoud elke bronidentifier en de gevraagde eindvorm bij het voorbereiden van onafhankelijke taken met lange context.\n\nDe stabiele identifier verschilt van de Experimental- en Preview-edities die afzonderlijk in de gedeelde Pro-modelkaart worden besproken. Schrijf hun versiegebonden resultaten niet aan dit profiel toe alleen omdat ze de naam Pro delen. De kaart noemt mogelijke hallucinaties en beperkingen in causaal begrip, complexe deductie en contrafeitelijk redeneren, met januari 2025 als kennisgrens. Lever actuele onderbouwing waar dat relevant is en controleer bronverwijzingen, berekeningen en voorgestelde wijzigingen. De bruikbare uitvoer is het onderbouwde tekst- of coderesultaat waarom de taak vroeg.",
    "alias_of": null,
    "aliases": [],
    "author": "Google",
    "capabilities": {
      "context_length": 1048576,
      "manufacturer_input": [
        "text",
        "image",
        "file",
        "audio",
        "video"
      ],
      "manufacturer_output": [
        "text"
      ]
    },
    "card_routes": [
      {
        "label": "Ultra",
        "rates": [
          {
            "amount": "0.00125000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.00000125",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0.01000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0.00001",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          }
        ],
        "summary": "De volledige prijsinformatie voor de configuratie vindt u bij de details."
      }
    ],
    "ctx": null,
    "formats": [
      "batches"
    ],
    "id": "google/gemini-2.5-pro:batch",
    "input": [
      "text"
    ],
    "kind": "text",
    "max_out": null,
    "methods": [
      {
        "available": null,
        "cache_read": 0.25,
        "cache_write": null,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "all_results": "Preserve full JSON and every result; provider real IDs are only read from actual returned responses.",
            "authentication": {
              "api_key_source": "AILOOT_API_KEY",
              "header": "Authorization: Bearer"
            },
            "errors": [
              {
                "code": null,
                "condition": "Ongeldige gedocumenteerde inline structuur, dubbele sleutels, ongeldige itemidentiteit of conflict met de geconfigureerde modelmogelijkheden.",
                "http_status": 400,
                "recovery": "Corrigeer de aangegeven velden vóór elke nieuwe indiening.",
                "type": "invalid_request_error"
              },
              {
                "code": null,
                "condition": "Ongeldige API-sleutel.",
                "http_status": 401,
                "recovery": "Gebruik de geautoriseerde Ailoot-sleutel.",
                "type": "authentication_error"
              },
              {
                "code": null,
                "condition": "Batch-groep niet beschikbaar.",
                "http_status": 403,
                "recovery": "Controleer de toegangsrechten van de sleutel/groep.",
                "type": "permission_error"
              },
              {
                "code": null,
                "condition": "Batch wordt via het saldo gefactureerd; aanmaken via een abonnement wordt geweigerd.",
                "http_status": 422,
                "recovery": "Gebruik de geautoriseerde groep die via het saldo wordt gefactureerd.",
                "type": "invalid_request_error"
              },
              {
                "code": null,
                "condition": "Voor de Batch-invoer kan geen prijsraming worden gemaakt.",
                "http_status": 422,
                "recovery": "Bewaar de respons; gebruik de gedocumenteerde invoer voor deze familie.",
                "type": "price_unavailable"
              },
              {
                "code": null,
                "condition": "Reservering voor Batch niet beschikbaar.",
                "http_status": 402,
                "recovery": "Los het toelatingsprobleem op vóór een nieuwe aanvraag.",
                "type": "billing_error"
              },
              {
                "code": null,
                "condition": "Prijs voor de Batch-methode/native tarieven niet beschikbaar.",
                "http_status": 503,
                "recovery": "Bewaar de respons; vervang de prijzen niet.",
                "type": "price_unavailable"
              },
              {
                "code": null,
                "condition": "De exacte leveranciersroute is niet beschikbaar.",
                "http_status": 503,
                "recovery": "Bewaar de respons voor het herstel van de route.",
                "type": "api_error"
              },
              {
                "code": "result_pending_check",
                "condition": "Het oorspronkelijke resultaat moet gecontroleerd worden; X-Should-Retry:false.",
                "http_status": 503,
                "recovery": "Bewaar de oorspronkelijke operation_id/id en lees de status ervan uit; herhaal de oorspronkelijke POST nooit.",
                "type": null
              },
              {
                "code": "not_found",
                "condition": "Bewerking voor de Batch-status ontbreekt of behoort toe aan een andere identiteit.",
                "http_status": 404,
                "recovery": "Gebruik de exacte oorspronkelijke id en dezelfde gebruiker/sleutel/groep.",
                "type": null
              }
            ],
            "example_body": {
              "endpoint": "/v1/chat/completions",
              "model": "google/gemini-2.5-pro:batch",
              "requests": [
                {
                  "body": {
                    "max_tokens": 16,
                    "messages": [
                      {
                        "content": "Hello!",
                        "role": "user"
                      }
                    ]
                  },
                  "custom_id": "req-0001"
                }
              ]
            },
            "input_constraints": [
              "Use the exact shown :batch model ID.",
              "Each custom_id must be nonempty and unique within the batch.",
              "Keep requests last in the serialized body; duplicate JSON keys are rejected.",
              "Each body.model is omitted or equals the exact batch caller or its documented base ID.",
              "Per-item provider, service_tier and input_type are outside this batch profile.",
              "stream is omitted or false.",
              "Supply text messages for this Chat batch profile; image/audio/file/video objects, hosted tools and cache-control fields are outside this profile.",
              "If body.model is present, use only the exact caller or wire ID listed here; no suffix conversion is needed.",
              "For google/ wire IDs, all items use an identical response_format."
            ],
            "outputs": {
              "all_results": "Bewaar de volledige oorspronkelijke status-JSON, elk resultaat/custom_id en de volledige respons- of foutbody. Sla voltooide results[] op als JSONL, zonder te filteren.",
              "enclosing_family": "batch",
              "family": "text",
              "fields": [
                {
                  "name": "results[].custom_id",
                  "type": "string"
                },
                {
                  "name": "results[].response.body.choices[].message.content",
                  "type": "string|null"
                },
                {
                  "name": "results[].error",
                  "type": "object|null"
                },
                {
                  "name": "usage",
                  "type": "object|null"
                },
                {
                  "description": null,
                  "name": "id",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "model",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "endpoint",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "status",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "request_counts",
                  "type": "object"
                },
                {
                  "description": null,
                  "name": "results[].id",
                  "type": "string"
                },
                {
                  "description": null,
                  "name": "results[].response.status_code",
                  "type": "integer"
                },
                {
                  "description": null,
                  "name": "results[].response.request_id",
                  "type": "string"
                }
              ],
              "format": "inline JSON uit results[].response.body"
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "/v1/chat/completions"
                ],
                "enum_known": true,
                "name": "endpoint",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "google/gemini-2.5-pro:batch"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "min_items": 1,
                "name": "requests",
                "required": true,
                "type": "batch_item[]"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "requests[].custom_id",
                "required": true,
                "type": "string",
                "unique_within_batch": true
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "requests[].body.messages",
                "required": true,
                "type": "message[]"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "24h"
                ],
                "enum_known": true,
                "name": "completion_window",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "name": "provider",
                "required": false,
                "type": "object|null"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "google/gemini-2.5-pro:batch",
                  "google/gemini-2.5-pro"
                ],
                "enum_known": true,
                "name": "requests[].body.model",
                "required": false,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  [
                    "google-vertex/global"
                  ]
                ],
                "enum_known": true,
                "name": "provider.only",
                "required": false,
                "type": "string[]"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  false,
                  null
                ],
                "enum_known": true,
                "name": "provider.allow_fallbacks",
                "required": false,
                "type": "boolean|null"
              }
            ],
            "provider_policy": {
              "allow_fallbacks": false,
              "configured_only": [
                "google-vertex/global"
              ],
              "per_item_override": false,
              "when_omitted": "Current Source injects the exact persisted declaration before fresh submission."
            },
            "request_schema": {
              "additionalProperties": false,
              "properties": {
                "completion_window": {
                  "enum": [
                    "24h"
                  ],
                  "type": "string"
                },
                "endpoint": {
                  "enum": [
                    "/v1/chat/completions"
                  ],
                  "type": "string"
                },
                "model": {
                  "enum": [
                    "google/gemini-2.5-pro:batch"
                  ],
                  "type": "string"
                },
                "provider": {
                  "additionalProperties": false,
                  "properties": {
                    "allow_fallbacks": {
                      "enum": [
                        false,
                        null
                      ],
                      "type": [
                        "boolean",
                        "null"
                      ]
                    },
                    "only": {
                      "enum": [
                        [
                          "google-vertex/global"
                        ]
                      ],
                      "items": {
                        "enum": [
                          "google-vertex/global"
                        ],
                        "type": "string"
                      },
                      "maxItems": 1,
                      "minItems": 1,
                      "type": "array"
                    }
                  },
                  "type": [
                    "object",
                    "null"
                  ]
                },
                "requests": {
                  "items": {
                    "additionalProperties": false,
                    "properties": {
                      "body": {
                        "additionalProperties": true,
                        "properties": {
                          "max_tokens": {
                            "minimum": 1,
                            "type": "integer"
                          },
                          "messages": {
                            "items": {
                              "properties": {
                                "content": {
                                  "type": "string"
                                },
                                "role": {
                                  "type": "string"
                                }
                              },
                              "required": [
                                "role",
                                "content"
                              ],
                              "type": "object"
                            },
                            "minItems": 1,
                            "type": "array"
                          },
                          "model": {
                            "enum": [
                              "google/gemini-2.5-pro:batch",
                              "google/gemini-2.5-pro"
                            ],
                            "type": "string"
                          }
                        },
                        "required": [
                          "messages"
                        ],
                        "type": "object"
                      },
                      "custom_id": {
                        "minLength": 1,
                        "type": "string"
                      }
                    },
                    "required": [
                      "custom_id",
                      "body"
                    ],
                    "type": "object"
                  },
                  "minItems": 1,
                  "type": "array"
                }
              },
              "required": [
                "endpoint",
                "model",
                "requests"
              ],
              "type": "object"
            },
            "schema_template": {
              "endpoint": "/v1/chat/completions",
              "model": "google/gemini-2.5-pro:batch",
              "requests": [
                {
                  "body": {
                    "max_tokens": 16,
                    "messages": [
                      {
                        "content": "Hello!",
                        "role": "user"
                      }
                    ]
                  },
                  "custom_id": "req-0001"
                }
              ]
            },
            "unsupported": [
              "Files/input_file_id batch upload workflow",
              "active cancel route",
              "public batch list/delete/result-download route",
              "model-name-derived capability or weights equivalence"
            ]
          },
          "input": {
            "content_type": "application/json",
            "file_material": "De aanroeper kan de daadwerkelijke UTF-8 JSONL lokaal in requests[] inlezen. Er wordt geen uploaddoel, input_file_id of bestandsverwijzing gebruikt. Ontbrekend of leeg klantmateriaal stopt de voorbereiding vóór POST.",
            "material_types": [
              "text"
            ],
            "optional_controls": [
              "provider.only",
              "provider.allow_fallbacks",
              "completion_window"
            ],
            "representation": "inline requests[]; elk item bevat custom_id en body",
            "request_endpoint_profile": "/v1/chat/completions",
            "required": [
              "endpoint",
              "model",
              "requests"
            ],
            "schema_scope": "Aanvraagbodies voor tekst via Chat Completions in de gedocumenteerde inline Batch-structuur.",
            "serialization_order": [
              "endpoint",
              "model",
              "provider (indien opgegeven)",
              "completion_window (indien opgegeven)",
              "requests als laatste"
            ]
          },
          "lifecycle": {
            "cancel": null,
            "create": {
              "accepted_status": 202,
              "http": "POST",
              "path": "/v1/batches"
            },
            "delete": null,
            "file_upload": null,
            "mode": "asynchronous",
            "observed_status_values": [
              "validating",
              "in_progress",
              "finalizing",
              "completed",
              "failed",
              "expired",
              "cancelling",
              "cancelled"
            ],
            "owned_results": {
              "behavior": "Completed results are saved as owned JSONL, read back byte-for-byte and registered in the existing media library before publication after settlement. Status returns inline results; no separate Batch download route is added.",
              "format": "application/x-ndjson",
              "public_url_field_in_status": null
            },
            "status": {
              "http": "GET",
              "id_source": "daadwerkelijke response.id uit de oorspronkelijke aanmaakrespons; dezelfde gebruiker/sleutel/groep",
              "path": "/v1/batches/{operation_id}"
            },
            "terminal": [
              "completed",
              "failed",
              "expired",
              "cancelled"
            ],
            "unknown": "Bewaar de oorspronkelijke bewerkings-ID. 503 result_pending_check bevat X-Should-Retry:false; dien een oorspronkelijke batch met onbekende status nooit opnieuw in."
          },
          "manufacturer_capability": null,
          "method": {
            "http": "POST",
            "path": "/v1/batches"
          },
          "output": {
            "all_results": "Preserve the full original status JSON, every result/custom_id and complete response or error body. Save completed results[] as JSONL without filtering.",
            "family": "batch",
            "format": "JSON; completed results[] are returned inline and can be saved as JSONL."
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Basistarieven voor tokens",
            "units": [
              {
                "amount": "0.00125000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000125",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0.01000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00001",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0.00025000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000025",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": 200000,
              "min_context_tokens_exclusive": 0
            },
            "label": "Aanvraaglengte · niveau 1",
            "units": [
              {
                "amount": "0.00125000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000125",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0.01000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00001",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0.00025000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000025",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": null,
              "min_context_tokens_exclusive": 200000
            },
            "label": "Aanvraaglengte · niveau 2",
            "units": [
              {
                "amount": "0.0025000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.0000025",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0.015000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000015",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0.0005000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.0000005",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\npython3 - <<'PY_REQUEST'\nimport json\nfrom pathlib import Path\nbody=json.loads('{\"endpoint\":\"/v1/chat/completions\",\"model\":\"google/gemini-2.5-pro:batch\",\"requests\":[{\"custom_id\":\"req-0001\",\"body\":{\"messages\":[{\"role\":\"user\",\"content\":\"Hello!\"}],\"max_tokens\":16}}]}')\nPath(\"batch-request.json\").write_text(json.dumps(body,ensure_ascii=False),encoding=\"utf-8\")\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/batches \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -H 'Content-Type: application/json' \\\n  --data-binary @batch-request.json -D batch-response-headers.txt -o batch-create-response.json\n",
            "label": "curl · retained fixture",
            "language": "bash"
          },
          {
            "code": "import json, os\nfrom pathlib import Path\nfrom urllib.request import Request, urlopen\n\ndef prepare_requests(customer_path):\n    path = Path(customer_path)\n    if not path.is_file(): raise ValueError(\"Customer JSONL file is missing\")\n    items = [json.loads(line) for line in path.read_text(encoding=\"utf-8\").splitlines() if line.strip()]\n    if not items: raise ValueError(\"Customer JSONL contains no requests\")\n    ids = set()\n    for item in items:\n        if set(item) != {\"custom_id\", \"body\"}: raise ValueError(\"Each item needs custom_id and body\")\n        cid = item[\"custom_id\"]\n        if not isinstance(cid, str) or not cid.strip() or cid in ids: raise ValueError(\"custom_id must be nonempty and unique\")\n        ids.add(cid)\n        if not isinstance(item[\"body\"], dict) or not item[\"body\"].get(\"messages\"): raise ValueError(\"Supply actual text messages\")\n        supplied_model = item[\"body\"].get(\"model\")\n        if supplied_model is not None and supplied_model not in ['google/gemini-2.5-pro:batch', 'google/gemini-2.5-pro']: raise ValueError(\"body.model must be an exact documented caller or wire ID\")\n    return {\"endpoint\":\"/v1/chat/completions\", \"model\":\"google/gemini-2.5-pro:batch\", \"requests\":items}\n\nif __name__ == \"__main__\":\n    material = os.environ.get(\"AILOOT_BATCH_REQUESTS_JSONL\", \"\")\n    if not material: raise SystemExit(\"Set AILOOT_BATCH_REQUESTS_JSONL to your actual customer file\")\n    body = prepare_requests(material)\n    key = os.environ.get(\"AILOOT_API_KEY\", \"\")\n    if not key: raise SystemExit(\"Set AILOOT_API_KEY\")\n    request = Request(\"https://api.ailoot.ai/v1/batches\", data=json.dumps(body, ensure_ascii=False).encode(\"utf-8\"), headers={\"Authorization\":\"Bearer \" + key, \"Content-Type\":\"application/json\"}, method=\"POST\")\n    with urlopen(request) as response:\n        raw = response.read()\n        Path(\"batch-create-response.json\").write_bytes(raw)\n        print(raw.decode(\"utf-8\"))\n",
            "label": "Python HTTP · actual customer JSONL",
            "language": "python"
          },
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\nBATCH_OPERATION_ID=\"$(python3 - <<'PY_ID'\nimport json\nfrom pathlib import Path\nfrom urllib.parse import quote\nresponse = json.loads(Path(\"batch-create-response.json\").read_text(encoding=\"utf-8\"))\noperation = response.get(\"id\")\nif not isinstance(operation, str) or not operation: raise SystemExit(\"No actual original operation ID; preserve the response and do not resubmit\")\nprint(quote(operation, safe=\"\"))\nPY_ID\n)\"\ncurl --fail-with-body --silent --show-error \"https://api.ailoot.ai/v1/batches/$BATCH_OPERATION_ID\" \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -o batch-status-response.json\n",
            "label": "curl · original operation status",
            "language": "bash"
          },
          {
            "code": "import json\nfrom pathlib import Path\nraw = Path(\"batch-status-response.json\").read_bytes()\nresponse = json.loads(raw)\nif response.get(\"status\") != \"completed\":\n    raise SystemExit(\"Keep the original operation; read its status without resubmitting\")\nresults = response.get(\"results\")\nif not isinstance(results, list) or not results:\n    raise SystemExit(\"Preserve the original response; completed results are missing\")\nPath(\"batch-results.jsonl\").write_text(\"\".join(json.dumps(item, ensure_ascii=False) + \"\\n\" for item in results), encoding=\"utf-8\")\n# Preserve batch-status-response.json with aggregate usage and every result/error.\n",
            "label": "Python · save every completed result",
            "language": "python"
          }
        ],
        "family": "batch",
        "fast_multiplier": null,
        "flex_multiplier": null,
        "fmt": "batches",
        "hints": [
          "Read your actual request items before submission; inline requests are required.",
          "Keep the returned operation ID and every result. Never replay an unknown submission."
        ],
        "http": "POST",
        "in": 1.25,
        "input": [
          "text"
        ],
        "label": "Batchverwerking",
        "max_out": null,
        "max_reasoning_effort_multiplier": null,
        "out": 10,
        "output": [
          "text"
        ],
        "path": "/v1/batches",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Not specified",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Not specified",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Not specified",
            "when": "When maximum reasoning effort uses the default adjustment"
          },
          {
            "label": "Explicit cache pricing",
            "value": "Not enabled",
            "when": "When explicit cache is requested"
          }
        ],
        "pricing": {
          "billing_mode": "token",
          "image_input_price": null,
          "image_output_price": null,
          "per_request_price": null
        },
        "pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": "0.00125000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000125",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0.01000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00001",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0.00025000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000025",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": 200000,
              "min_context_tokens_exclusive": 0
            },
            "label": "Request-length tier 1",
            "units": [
              {
                "amount": "0.00125000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.00000125",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0.01000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.00001",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0.00025000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.00000025",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "max_context_tokens_inclusive": null,
              "min_context_tokens_exclusive": 200000
            },
            "label": "Request-length tier 2",
            "units": [
              {
                "amount": "0.0025000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": "0.0000025",
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": "0.015000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": "0.000015",
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": "0.0005000",
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": "0.0000005",
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          }
        ],
        "request_model_id": "google/gemini-2.5-pro:batch",
        "route_label": "Ultra",
        "status_reads": [
          "GET /v1/batches/{operation_id}"
        ],
        "tiers": [
          {
            "cache_read": 0.25,
            "cache_read_multiplier": null,
            "cache_write": null,
            "cache_write_1h": null,
            "cache_write_multiplier": null,
            "created_at": "0001-01-01T00:00:00Z",
            "in": 1.25,
            "input_multiplier": null,
            "max": 200000,
            "max_tokens": 200000,
            "min": 0,
            "min_tokens": 0,
            "out": 10,
            "output_multiplier": null,
            "per_request_price": null,
            "sort_order": 0,
            "tier_label": "",
            "updated_at": "0001-01-01T00:00:00Z"
          },
          {
            "cache_read": 0.5,
            "cache_read_multiplier": null,
            "cache_write": null,
            "cache_write_1h": null,
            "cache_write_multiplier": null,
            "created_at": "0001-01-01T00:00:00Z",
            "in": 2.5,
            "input_multiplier": null,
            "max": null,
            "max_tokens": null,
            "min": 200000,
            "min_tokens": 200000,
            "out": 15,
            "output_multiplier": null,
            "per_request_price": null,
            "sort_order": 1,
            "tier_label": "",
            "updated_at": "0001-01-01T00:00:00Z"
          }
        ],
        "units": [
          {
            "amount": "0.00125000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": "0.00000125",
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": "0.01000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": "0.00001",
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          },
          {
            "amount": "0.00025000",
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": "0.00000025",
            "native_quantity": 1,
            "native_unit": "cached_input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "cached_input_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "generic_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "generic_cache_creation_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_1h_price",
            "label": "Cache write, 1 hour",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "one_hour_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "one_hour_cache_creation_token"
          }
        ]
      }
    ],
    "model_aliases": [
      {
        "canonical_model_id": "google/gemini-2.5-pro:batch",
        "request_model_id": "google/gemini-2.5-pro:batch",
        "route_label": "Ultra"
      }
    ],
    "name": "Google: Gemini 2.5 Pro (batch)",
    "price": {
      "in": 1.25,
      "in_label": null,
      "out": 10,
      "out_label": null,
      "scope_label": "Token rates",
      "sort_in": 1.25,
      "sort_out": 10,
      "varies": true
    },
    "short": "Gemini 2.5 Pro is Googles stabiele denkmodel voor complexe code, wiskunde, STEM en analyse met lange context. Het accepteert tekst, afbeeldingen, audio, video en PDF en geeft tekst terug, met tools en gestructureerde uitvoer. Het dynamische redeneerbudget ondersteunt 128–32.768 tokens en kan niet volledig worden uitgeschakeld."
  },
  "renderer_schema": {
    "method_order": "Original DTO methods order; every exact route/format/path/caller survives.",
    "prices": "Original public DTO fields and original native display HTML; no flattened or normalized offers."
  },
  "representation": "exact-public-dto-and-native-renderer-html",
  "representationNotes": {
    "current_reference": {
      "about_json_pointer": "/aboutHtml",
      "methods": [
        {
          "contract_json_pointer": "/methods/0/rawMethod/contract",
          "html_json_pointer": "/methods/0/html",
          "method_ordinal": 0
        }
      ],
      "role": "current-semantic-reference"
    },
    "raw_input": {
      "examples_role": "historical-input-not-current-ready-examples",
      "json_pointers": [
        "/rawModel",
        "/methods/0/rawMethod"
      ],
      "role": "historical-owner-input"
    },
    "schema": "ailoot-native-model-representations-v1"
  },
  "schema": "ailoot-static-model-facts-v1",
  "schema_version": 1,
  "shortText": "Gemini 2.5 Pro is Googles stabiele denkmodel voor complexe code, wiskunde, STEM en analyse met lange context. Het accepteert tekst, afbeeldingen, audio, video en PDF en geeft tekst terug, met tools en gestructureerde uitvoer. Het dynamische redeneerbudget ondersteunt 128–32.768 tokens en kan niet volledig worden uitgeschakeld.",
  "source": {
    "audit_sha256": "2e00086bcbfc28e64d0cebe97aa47c17d8d5618963027f8ffb9dc6123d7d25b1",
    "bridge_map_sha256": "1125275768b9636fc8461bc7da5061239a81ddfe508e2557843ca42c58ab0036",
    "raw_model_json_sha256": "68e39ed34f78780a29646817434832f27b1c3d7af99a380c69ce69b6ec3b863d",
    "renderer_sha256": "a5aefc67f30427b283b8d8bf7955908a0216c6e5e4ca3cc1887842431e2b1ee6"
  },
  "sourceRevision": "1ff4512bbca1f6edcf5958b14b2d4b2cff1ecfa36bedd1a8e40b1088464a6fd3"
}
