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Model infoModelsSnapshot: 15 Oct 2026

Higgsfield / Soul

Soul Standard

Text-to-image generation for fashion and lifestyle visuals, with style presets and 720p or 1080p output.

availableClosed weightsImage generation
Official documentation (opens in a new tab)Reviewed 15 Oct 2026
10 of 26 specification fields collected
Output resolution720p, 1080pSee specification notes below
Output formatsNot collectedAwaiting source review
Input billingSee ratesHiggsfield API
Output billingSee ratesPublished units and conditions below

Specifications

Provider-documented facts. “Not collected” means we have not verified that field yet, not that the feature is unsupported.

Context / input limit
Not collected

Not established for this model. Media controls do not establish language-model capabilities.

Maximum input tokens
Not collected

Not established for this model. Media controls do not establish language-model capabilities.

Maximum output
Not collected

Not established for this model. Media controls do not establish language-model capabilities.

Reasoning
Not collected

Not established for this model. Media controls do not establish language-model capabilities.

Tool calling
Not collected

Not established for this model. Media controls do not establish language-model capabilities.

Structured output
Not collected

Not established for this model. Media controls do not establish language-model capabilities.

Streaming
Not collected

Not established for this model. Media controls do not establish language-model capabilities.

Batch processing
Not collected

Not established for this model. Media controls do not establish language-model capabilities.

Fine-tuning
Not collected

Not established for this model. Media controls do not establish language-model capabilities.

Knowledge cutoff
Not collected

Not established for this model. Media controls do not establish language-model capabilities.

Release date
Not collected

Not established for this model. Media controls do not establish language-model capabilities.

Parameters
Not collected

Not established for this model. Media controls do not establish language-model capabilities.

Architecture
Not collected

Not established for this model. Media controls do not establish language-model capabilities.

Languages
Not collected

Not established for this model. Media controls do not establish language-model capabilities.

Context caching
Not collected

Not established for this model. Media controls do not establish language-model capabilities.

Aspect ratios
9:16, 16:9, 4:3, 3:4, 1:1, 2:3, 3:2Source for Aspect ratios (opens in a new tab)

4:3 by default.

Images per request
4Source for Images per request (opens in a new tab)

batch_size accepts 1 or 4, default 1. This is not evidence of a discounted Batch API.

Random seed
Optional integer from 1 to 1000000; default null.Source for Random seed (opens in a new tab)
Image styles
Optional style_id. Style presets are controls on this model, not separate models.Source for Image styles (opens in a new tab)
Prompt length limit
Not collected

Prompt is required, but the reviewed model contract publishes no character or token maximum.

Release identity
Soul Standard; original Soul model family.Source for Release identity (opens in a new tab)

Naming aliases do not create extra model records.

Style controls
style_strength 0–1, default 1.Source for Style controls (opens in a new tab)

Access & pricing

Prices belong to an endpoint and billing tier. A provider listing does not guarantee access for every account or region.

API model ID
higgsfield-ai/soul/standard
Access
Documented native generation API; workspace credentials and API balance required. No inference performed.
Regions
Not established
Authentication
Authorization: Key KEY_ID:KEY_SECRET; JSON requests from a server-side application.Source for Authentication (opens in a new tab)
Processing workflow
Asynchronous submission returns request_id and status_url. Poll for completed images; only queued work can be canceled.Source for Processing workflow (opens in a new tab)
Request quotas
Account- and model-specific concurrency, counting queued and processing requests. Dashboard limits are authoritative; current guide describes HTTP 400 on saturation and no standard rate-limit or Retry-After headers.Source for Request quotas (opens in a new tab)

The introductory blog advertises 20 concurrent requests after key creation. This is not assumed to be every account or model limit.

Safe request retries
Optional Idempotency-Key: 1–255 visible ASCII characters without whitespace. Same account, endpoint, body and webhook reuse the original request ID; mismatches return 422. Read status_url for current state.Source for Safe request retries (opens in a new tab)

Generation submissions only. Replays are not new generations and are not prompt caching; no expiry interval is established.

Pricing coverage
Published USD model tariffs; authenticated /estimate/{model-path} gives a configuration quote. Example credits/usd values in shared documentation are illustrative, not this model’s rate.Source for Pricing coverage (opens in a new tab)
Billing basis
Separate prepaid API balance; consumer subscriptions do not fund API use. Failed, moderated and successfully canceled queued generations are refunded.Source for Billing basis (opens in a new tab)

Generic documentation describes credits; current model pages publish USD rates. No fixed credit-to-dollar exchange is inferred.

API endpoint URL
POST https://api.higgsfield.ai/higgsfield-ai/soul/standardSource for API endpoint URL (opens in a new tab)
Prompt expansion
enhance_prompt defaults to true.Source for Prompt expansion (opens in a new tab)

Prices retain their published currencies and billing units below.

Published billing units · original currency · observed 15 Oct 2026
CategoryUsageRateUnit
Media generation720p generated image1$0.0938image
Media generation1080p generated image1$0.1875image

Rate conditions

  1. Published resolution-specific API price per output image. Batch size is 1 or 4; Soul ID training, if used, is a separate request. Not a consumer-plan credit price.
Pricing source (opens in a new tab)

Data & enterprise terms

API content may be used for training unless the workspace opts out; processing can take 10 business days and is prospective. Enterprise agreements can differ. Request records remain while the account is active; generated files are available for at least seven days. Zero retention requires an eligible enterprise addendum. Partner/excluded-model policies can differ.

Read the service policy (opens in a new tab)

Caching

Caching can reuse earlier input processing. Availability, lifetime and billing depend on the endpoint. A cache hit still generates a new response.

01 / INITIAL INPUTProcess & retain

The system processes eligible input and retains reusable state.

02 / LATER REQUESTCheck available state

Reuse depends on matching input, session state and the cache policy.

03 / CACHE HITReuse & generate

Reusing state can reduce repeated work. Any charges follow the billing rules below.

Higgsfield API

higgsfield-ai/soul/standard
Not verified

No prompt-cache contract or discount established. Reusing a request ID or trained identity is not inference caching.

How it works
Not collected

No prompt-cache contract or discount established. Reusing a request ID or trained identity is not inference caching.

Minimum reusable input
Not collected

No prompt-cache contract or discount established. Reusing a request ID or trained identity is not inference caching.

Lifetime & refresh
Not collected

No prompt-cache contract or discount established. Reusing a request ID or trained identity is not inference caching.

How to enable it
Not collected

No prompt-cache contract or discount established. Reusing a request ID or trained identity is not inference caching.

Usage fields
Not collected

No prompt-cache contract or discount established. Reusing a request ID or trained identity is not inference caching.

Billing rules
Not collected

No prompt-cache contract or discount established. Reusing a request ID or trained identity is not inference caching.

Limits & data boundaries
Not collected

No prompt-cache contract or discount established. Reusing a request ID or trained identity is not inference caching.

No verified cache rate for this endpoint. An empty rate is not a zero charge.

Caching reviewed 15 Oct 2026

What the measurements say

No benchmark observations have been added for this model. We do not turn a vendor description into a performance score.

Latency and throughput depend on the host, request size, reasoning settings and load. There is no measured speed or global usage figure in this record.

The record behind the model

Why it is included

Higgsfield identifies this as its own model and distributes it through its hosted products. Closed-weight classification is inferred from first-party attribution, commercial access and API terms restricting weight extraction; the reviewed sources do not establish a downloadable checkpoint or an open-weight license.

Classification evidence (opens in a new tab)

Sources reviewed