MiniMax: MiniMax M3.1 Flash

{"about":"MiniMax M3.1 Flash je model MiniMax vydaný 19. októbra 2026 na programovanie, uvažovanie a úlohy s viacerými súvisiacimi krokmi. Výrobca zdôrazňuje súlad dokumentov, plánovanie činností a vývoj softvéru. Model podporuje aj multimodálne chápanie; dostupný vstup v Ailoot závisí od vybranej metódy.\n\n### Čo mu možno zveriť\n\n- Prečítať rozsiahle technické zadanie, určiť závislosti a pripraviť plán implementácie.\n- Analyzovať kód, vysvetliť možnú príčinu chyby a navrhnúť opravu s overením.\n- Porovnať dokumenty, spojiť spoločné požiadavky a označiť rozdiely vstupných údajov.\n- Pripraviť návod, analytickú poznámku alebo návrh správy s jednotnou štruktúrou.\n\nOficiálne materiály osobitne rozoberajú dlhé vývojové postupy: pochopenie zdrojového kódu, realizáciu zmeny, opravu chýb a testovanie. V textovom dialógu to možno rozdeliť na etapy: najprv plán, potom konkrétna zmena a následne vysvetlenie a kritériá kontroly.\n\n### Text a obrázky\n\nV Standard možno obrázky posielať cez Chat Completions a Responses spolu s textovou otázkou. Žiadať možno napríklad analýzu snímky obrazovky, prepojenie viditeľného prvku s opisom problému alebo zahrnutie údajov z obrázka do textového záveru. Určte dôležitú časť obrázka a požadovaný výsledok.\n\nV Ultra a cez metódu tejto karty kompatibilnú s Gemini sa používa textový vstup. Všetky varianty vracajú text: vysvetlenie, postup, analýzu alebo kód. Pri porovnávaní dokumentov a tvorbe správy vopred určte štruktúru a žiadajte oddeliť údaje z materiálov od navrhovaných záverov.\n\n### Uvažovanie a dlhý kontext\n\nMiniMax M3.1 Flash pred konečnou odpoveďou uvažuje. Dokumentácia výrobcu uvádza hĺbku od low po max; uvažovanie zostáva zapnuté. Formu konečnej odpovede určte osobitne: podrobná vnútorná analýza a dlhý text pre používateľa sú odlišné požiadavky.\n\nV Standard je kontextové okno do 1 000 000 tokenov. Umožňuje pracovať s dlhými textami, kódom a históriou diskusie v rámci vybraného dopytu. Uveďte názvy zdrojov, ich poradie a otázky; pri veľkom výsledku rozdeľte úlohu na jasné etapy a v ďalších správach zachovávajte priebežné rozhodnutia.","alias_of":null,"aliases":["MiniMax-M3.1-Flash"],"author":"MiniMax","canonical_model":"minimax/minimax-m3.1-flash","ctx":1000000,"formats":["chat","gemini","messages","responses"],"id":"minimax/minimax-m3.1-flash","input":["image","text"],"kind":"text","max_out":524288,"methods":[{"cache_read":0.015,"cache_write":0.3,"cache_write_1h":null,"cache_write_5m":0.3,"conditional_meter":null,"ctx":1000000,"family":"openai","fast_multiplier":null,"flex_multiplier":null,"fmt":"responses","http":"POST","img_in":null,"img_out":null,"in":0.15,"input":["text","image"],"label":"OpenAI 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