Skip to content
Model infoModelsSnapshot: 15 Oct 2026

Higgsfield / Marketing Studio

Marketing Studio Image 2.0 Alpha

Creates or edits campaign imagery with an optional product-and-preset preparation stage. Exact underlying foundation model is not established.

availableClosed-source managed componentImage generationImage editing
Official documentation (opens in a new tab)Reviewed 15 Oct 2026
7 of 22 specification fields collected
Output resolution1k, 2k, 4kSee specification notes below
Reference imagesUp to 16 in direct editing; enhanced mode requires 1–2.See specification notes below
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

No model-specific contract established. Workflow options do not prove foundation-model capabilities.

Maximum input tokens
Not collected

No model-specific contract established. Workflow options do not prove foundation-model capabilities.

Maximum output
Not collected

No model-specific contract established. Workflow options do not prove foundation-model capabilities.

Reasoning
Not collected

No model-specific contract established. Workflow options do not prove foundation-model capabilities.

Tool calling
Not collected

No model-specific contract established. Workflow options do not prove foundation-model capabilities.

Structured output
Not collected

No model-specific contract established. Workflow options do not prove foundation-model capabilities.

Streaming
Not collected

No model-specific contract established. Workflow options do not prove foundation-model capabilities.

Batch processing
Not collected

No model-specific contract established. Workflow options do not prove foundation-model capabilities.

Fine-tuning
Not collected

No model-specific contract established. Workflow options do not prove foundation-model capabilities.

Knowledge cutoff
Not collected

No model-specific contract established. Workflow options do not prove foundation-model capabilities.

Release date
Not collected

No model-specific contract established. Workflow options do not prove foundation-model capabilities.

Parameters
Not collected

No model-specific contract established. Workflow options do not prove foundation-model capabilities.

Architecture
Not collected

No model-specific contract established. Workflow options do not prove foundation-model capabilities.

Languages
Not collected

No model-specific contract established. Workflow options do not prove foundation-model capabilities.

Context caching
Not collected

No model-specific contract established. Workflow options do not prove foundation-model capabilities.

Aspect ratios
auto, 1:1, 3:2, 2:3, 4:3, 3:4, 16:9, 9:16, 21:9Source for Aspect ratios (opens in a new tab)
Generation modes
low, medium, highSource for Generation modes (opens in a new tab)
Reference images
Up to 16 in direct editing; enhanced mode requires 1–2.Source for Reference images (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
marketing-studio/image
Access
Documented hosted generation route; workspace credentials, API balance and model access required. No generation submitted.
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/marketing-studio/imageSource for API endpoint URL (opens in a new tab)
Application name
Marketing Studio Image 2.0 AlphaSource for Application name (opens in a new tab)
Maximum prompt characters
5,000Source for Maximum prompt characters (opens in a new tab)

Required prompt: 1–5000 characters. Host-specific limit, not the native provider limit.

Output resolutions
1k, 2k, 4kSource for Output resolutions (opens in a new tab)

Default 2k.

Aspect ratios
auto, 1:1, 3:2, 2:3, 4:3, 3:4, 16:9, 9:16, 21:9Source for Aspect ratios (opens in a new tab)

Default auto; enhanced auto follows the selected preset.

Generation modes
low, medium, highSource for Generation modes (opens in a new tab)

Default high.

Reference guidance
Direct generation omits image_urls; editing accepts up to 16. Enhanced mode requires preset_id plus one product image and optionally one model image.Source for Reference guidance (opens in a new tab)
Preset catalog
GET /marketing-studio/image/presets?size=50 returns visible usable Ads presets. Follow cursor pagination and use the selected current UUID; preset IDs are not a fixed enum.Source for Preset catalog (opens in a new tab)
Preset enhancement billing
enhance_prompt=true adds 10% and requires high quality.Source for Preset enhancement billing (opens in a new tab)

The high-quality requirement is explicit in the public conditional schema.

Declared backend
Not collected

Exact upstream model identity not established. Do not infer GPT Image 2 from the variant label.

Input file formats
JPEG, PNG, WebPSource for Input file formats (opens in a new tab)

Oversized supported images are normalized before rendering; exact byte ceiling not collected.

Output dimension controls
Direct auto uses square output in current production mappings; enhanced auto follows the preset. Resolution tiers do not independently specify exact pixel dimensions.Source for Output dimension controls (opens in a new tab)

Prices retain their published currencies and billing units below.

Published billing units · original currency · observed 15 Oct 2026
CategoryUsageRateUnit
Promotional media pricing1k low · 15% off1$0.0138image
Standard media pricing1k low · standard2$0.0162image
Promotional media pricing2k low · 15% off1$0.0189image
Standard media pricing2k low · standard2$0.0222image
Promotional media pricing4k high · 15% off1$0.6136image
Standard media pricing4k high · standard2$0.7219image

Rate conditions

  1. Published promotional price, auto aspect ratio. Only this exact quality/resolution combination; promotion expiry and account eligibility not established. Enhanced mode has an additional 10% charge.
  2. Published standard price, auto aspect ratio. Enhanced mode adds 10% and requires high quality. Other aspect/quality combinations need a separate quote.
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

marketing-studio/image
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

Documented hosted creative workflow with a named API contract. The sources do not establish a separately released proprietary foundation checkpoint or its exact upstream model identity; it is counted as a managed component, not a new private base model.

Classification evidence (opens in a new tab)

Sources reviewed