models

Higgsfield: DOP Lite

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Higgsfield: DOP Lite

DOP Lite animates a supplied image with documented motion templates, adjustable strength and written direction. This exact dop-lite selector uses the image-to-video request and returns its video through an asynchronous task.

About the model

This description covers the model’s capabilities. Available in Ailoot inputs, outputs and options are listed for the selected method below.

DOP Lite animates supplied imagery through Higgsfield's documented image-to-video workflow. The exact selector is dop-lite. Use dop-lite as the top-level model selection and as the model value inside the documented params object. The image supplies the visual material, while motion templates and the written direction control the requested movement and effect.

Prepare a reference image in which the intended subject, important details and surrounding space are readable. The guide recommends a high-resolution image for clearer detail. For a product scene, choose a view that shows the object's shape and the surfaces that should remain recognizable during movement. For a person or environment, identify the visual feature that the motion should emphasize. Supply the actual reference image URL through the image input used by the method example.

The operation documents one or two motion templates. When two are supplied, the guide describes their effects as combined. The preset descriptions include camera movement, subject rotation and visual transformations; for example, Dolly In describes a camera approach, while 3D Rotation describes a subject or product turning in place. Select the documented template identifiers that match the intended sequence and keep each identifier with its strength value.

Motion strength is a number from 0 to 1, with 0.8 as the documented default. The guide describes 0.3 as a subtle effect and 1 as strong movement. Choose the intensity according to the detail that needs to stay readable and review the complete generated action. A motion description and its strength serve different purposes: the template selects the effect, while strength controls its intensity.

The prompt field must be present according to its description, but an empty string is allowed. For template-driven effects, the guide recommends leaving the prompt empty; when text is supplied, it recommends including the template's description because the prompt can strongly change the result. The enhance_prompt control enables prompt optimization and is documented as true by default. Keep the text and this control with the reference image and selected templates when comparing versions.

The seed control accepts an integer from 1 through 1000000. Record the chosen seed with the generation settings. The request also exposes an integer seconds field; keep the value used with the resulting clip and inspect the clip's actual timing and framing. The check_nsfw boolean enables the documented content filter and defaults to true. These controls belong to the image-to-video request and should remain associated with the exact selected model.

Generation is asynchronous. Retain the returned task identity while following the configured status and result query. The completion mapping reads completed job entries and their raw result URLs. Save every completed video result and preserve its job identifier with the returned URL, keeping all completed entries together as the operation's result.

Review the full video against the supplied image, chosen effect and written direction: subject appearance, movement, framing and the closing view. For a revision, identify the concrete visual detail to change and retain the successful parts of the request. Keep the original image reference, exact selector, prompt, motion identifiers, strengths, seed, requested settings and completed assets together so the next comparison uses the actual generation.

Ailoot Ultra · Video POST /v1/videos dop-lite

dop-lite

Higgsfield /dop-lite

Overview

DOP Lite animates a supplied image with documented motion templates, adjustable strength and written direction. This exact dop-lite selector uses the image-to-video request and returns its video through an asynchronous task.

Accepted inputs
Images · Text
Results
Video

Available in Ailoot · inputs & methods

Ailoot Ultra · Video POST /v1/videos
Input types
image, text
Output types
video
FieldTypeRequirementValues & limitsDefault
FieldmodelTypestringRequirementRequiredValues & limits
dop-lite
Conditions: Ailoot model selector.
Default—
FieldparamsTypeobjectRequirementRequiredValues & limits
Conditions: Image-to-video parameters; preserve this envelope.
Default—
Fieldparams.modelTypestringRequirementRequiredValues & limits
dop-lite
Conditions: Use the same selector as the top-level model.
Default—
Fieldparams.promptTypestringRequirementRequiredValues & limits
Conditions: Keep this field present; an empty string is documented. Written guidance strongly affects the selected motion effect.
Default—
Fieldparams.secondsTypeintegerRequirementOptionalValues & limits
Conditions: Requested duration; no documented range or default is asserted.
Default—
Fieldparams.motionsTypearrayRequirementOptionalValues & limits
Conditions: Choose one or two documented motion templates.
Default—
Fieldparams.motions[].idTypestringRequirementRequiredValues & limits
Conditions: Motion identifier in the documented working request example.
Default—
Fieldparams.motions[].strengthTypenumberRequirementRequiredValues & limits
Minimum: 0
Maximum: 1
Conditions: Motion intensity: 0.3 is described as subtle and 1 as strong.
Default0.8
Fieldparams.input_imagesTypearrayRequirementOptionalValues & limits
Conditions: Reference images, using the array of image_url objects shown in the working example.
Default—
Fieldparams.input_images[].typeTypestringRequirementRequiredValues & limits
image_url
Conditions: Reference representation.
Default—
Fieldparams.input_images[].image_urlTypestringRequirementRequiredValues & limits
Conditions: Your actual accessible reference image URL.
Default—
Fieldparams.enhance_promptTypebooleanRequirementOptionalValues & limits
Conditions: Prompt enhancement.
Defaulttrue
Fieldparams.check_nsfwTypebooleanRequirementOptionalValues & limits
Conditions: Content filtering.
Defaulttrue
Fieldparams.seedTypeintegerRequirementOptionalValues & limits
Minimum: 1
Maximum: 1,000,000
Conditions: Seed for consistent output.
Default—
FieldwebhookTypeobjectRequirementOptionalValues & limits
Conditions: Optional documented webhook settings; owned-result retrieval uses the Ailoot task paths.
Default—
Fieldwebhook.urlTypestringRequirementOptionalValues & limits
Conditions: Your receiver URL.
Default—
Fieldwebhook.secretTypestringRequirementOptionalValues & limits
Conditions: Your receiver secret.
Default—
FieldcallbackTypestringRequirementOptionalValues & limits
Conditions: Optional callback receiver; the documented receiver responds with HTTP 200.
Default—
Input material combinations

Method parameters and lifecycle
ParameterContract
Parametercontent_typeContractapplication/json
ParameterrequiredContractmodel, params
ParameteroptionalContractparams.seconds, params.motions, params.input_images, params.enhance_prompt, params.check_nsfw, params.seed, webhook, webhook.url, webhook.secret, callback
Parametermaterial_typesContractimage, text
Parameteradditional_propertiesContracttrue
Parametervalidation_scopeContractThe model routes the request; the parameters envelope follows the demonstrated image-to-video request.

Method aliases: /v1/videos/generations

Lifecycle: submit_once_poll_original

GET /v1/videos/{request_id}

GET /v1/videos/generations/{request_id}

GET /v1/videos/{request_id}/content

GET /v1/videos/generations/{request_id}/content

Use the same model selector at the top level and inside params.

Create once, then use the returned public id and polling_url for the original operation.

Retrieve every completed owned video; inspect actual duration and dimensions in the result.

Replace YOUR_ACCESSIBLE_IMAGE_URL in the example with your actual reference image URL.

Pricing

How the final charge is calculated

The displayed rates estimate the cost before generation. The final charge is calculated from the cost recorded for the original generation. Measured output duration and forecast quantities are not the final billable quantity.

Tariff references do not add request options. Supported parameters are listed for the selected method.

Fast mode
Not specified When fast mode is selected
Flex mode
Not specified When flex mode is selected
Maximum reasoning effort
Not specified When maximum reasoning effort uses the default adjustment

Estimated rates for comparison

Prices by configuration

Match each charge to the conditions shown. Use one rate for each set of alternative configurations.

ConfigurationRate scheduleForecast quantityCharge
ConfigurationBase token ratesRate scheduleBase rateForecast quantity—Charge
Input · Input tokens · Estimate for comparison only — / 1K tokens
Output · Output tokens · Estimate for comparison only — / 1K tokens
Input · Cache read · Estimate for comparison only — / 1K tokens
Input · Cache write · Estimate for comparison only — / 1K tokens
Input · Cache write, 1 hour · Estimate for comparison only — / 1K tokens
ConfigurationEstimated generation costRate schedule—Forecast quantityone generation estimateCharge
Output · Estimated generation cost · Estimate for comparison only $1.24 estimate before generation

This estimate is not an additional charge or a fixed rate for the completed generation.

Ailoot reserves an estimated amount before a request. After the result, it settles the final charge from measured usage. Streaming settlement uses the final usage record. How reservation and settlement work →

Example requests

Ailoot Ultra · Video

JSON · create videocurl · read original task
{
  "model": "dop-lite",
  "params": {
    "model": "dop-lite",
    "prompt": "a cat",
    "seed": 500000,
    "motions": [
      {
        "id": "2bae49e6-ffe7-42a8-a73f-d44632c4acaa",
        "strength": 0.5
      }
    ],
    "input_images": [
      {
        "type": "image_url",
        "image_url": "YOUR_ACCESSIBLE_IMAGE_URL"
      }
    ],
    "enhance_prompt": true,
    "check_nsfw": true
  }
}
set -eu
: "${AILOOT_API_KEY:?Set your Ailoot API key}"
python3 - <<'PY_POLL'
import json
from pathlib import Path
from urllib.parse import quote,urljoin,urlsplit
r=json.loads(Path("result.json").read_text())
i=r.get("id")
if not isinstance(i,str) or not i:raise SystemExit("Keep original response/headers/id; do not resubmit creation.")
u=urljoin("https://api.ailoot.ai",r.get("polling_url") or "/v1/videos/"+quote(i,safe=""))
p=urlsplit(u)
if p.scheme!="https" or p.netloc!="api.ailoot.ai" or not p.path.startswith("/v1/videos/"):raise SystemExit("Use the actual Ailoot lookup path.")
Path("poll-url.txt").write_text(u)
PY_POLL
curl --fail-with-body --silent --show-error "$(cat poll-url.txt)" -H "Authorization: Bearer $AILOOT_API_KEY" -D status-headers.txt -o status.json

Receive and save results

Ailoot Ultra · Video

Keep the returned jobs and their states. Read every completed owned video result.

  • GET /v1/videos/{request_id}
  • GET /v1/videos/generations/{request_id}
  • GET /v1/videos/{request_id}/content
  • GET /v1/videos/generations/{request_id}/content
Keep all completed results

Save every completed video or returned file; retrieve every actual returned asset URL.

Fetch every actual completed output; do not assume a fixed count.

If the original response needs checking

Keep the original response and returned task identity; an unrecognized state or ambiguous send does not authorize a new creation.

Response fields
FieldTypeMeaning
FieldidTypestringMeaningPublic Ailoot task or operation identifier.
Fieldprovider_task_idTypestringMeaningOriginal task identifier, separate from the public id.
Fieldpolling_urlTypestringMeaningReturned Ailoot lookup path.
Fieldjobs[].idTypestringMeaningActual returned job identifier.
Fieldjobs[].statusTypestringMeaningState of each returned job.
Fieldjobs[].results.raw.urlTypestringMeaningEach completed video is exposed through an Ailoot-owned signed URL.
Errors and next steps
ResponseConditionNext step
Response400 · invalid_request_errorConditionInvalid JSON/model or an invalid content index.Next step
Response401 · authentication_errorConditionInvalid Ailoot API key.Next step
Response403 · permission_errorConditionThe API key group is not admitted to this media route.Next step
Response404 · not_found_errorConditionThe original task or requested output is absent or not owned by the same user/API key/group.Next step
Response502 · result_pending_checkConditionOriginal submit or status is incomplete or cannot be reconciled; preserve the original ID and do not resubmit.Next step
Response503 · result_pending_checkConditionThe original binding, route or owned media is still being checked; continue checking that original operation.Next step
Response503 · server_errorConditionThe media service or original task storage is unavailable.Next step

Aliases

Model aliases

Ailoot Ultra dop-lite

Method path aliases

/v1/videos/generations

Related caller IDs

dop-lite

FAQ · Higgsfield: DOP Lite
What inputs and results are available?

POST /v1/videos · dop-lite: image, text → video

Which fields does the request use?

POST /v1/videos · dop-lite: model, params, webhook, callback

What limits apply?

POST /v1/videos · dop-lite: params.motions[].strength.minimum: 0; params.motions[].strength.maximum: 1; params.seed.minimum: 1; params.seed.maximum: 1000000

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