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Advanced requirements

Official API requiredMust run locallyMust work entirely offline

Candidates to compare

Based on documented capabilities, not measured performance on your task. Leaderboard context is shown separately.

What to test first

Use the same brief and reference image. Compare composition, prompt fit, details, and whether edits preserve the parts that should stay unchanged.

Adobe Firefly Image 5 · API

Adobe · developer.adobe.com

Image generation[1]
Supported
Official API[2]
Supported
Firefly Services entitlement and credentials required. Version header versus modelId guidance conflicts; exact selectable Image5 identifier remains unresolved.

Full evidence and sources

No exact leaderboard match

Why this fits

Image generation
Supported · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High
Official feature documentation; no same-task quality measurement.
The documented input/output workflow matches this task. Test prompt adherence and output quality with the same brief used for the other candidates.
Official API
Supported · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High
Firefly Services entitlement and credentials required. Version header versus modelId guidance conflicts; exact selectable Image5 identifier remains unresolved.
A documented API makes this a candidate for repeatable, programmatic workflows. Check account access, limits, and integration work before committing.

Strengths

Image generation:
Supported · Official fact · Current · View source
Official API:
Supported · Official fact · Current · View source

Trade-offs

Unreviewed dimensions remain open questions for your trial.

Cost: Unknown · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: Low
No verified API unit price or GA/Preview designation. Consumer Firefly subscription prices do not establish Services API entitlement.
Plan-dependent. Check the official price and billing period.
Access: Local deployment:
Unknown
Official API:
Supported · Official fact · Current · View source
Workflow: Use the official API, then import the output into Proof Lab.
Commercial use and rights: Unknown
Rights depend on the product, plan, inputs and intended use. Review the linked terms.

Unknowns

Visual quality · Prompt adherence · Consistency · Cost

Evidence

Image generation

Supported · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

Official feature documentation; no same-task quality measurement.

Image editing

Supported · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

Official feature documentation; no same-task quality measurement.

Local deployment

UnknownLast verified: Not reviewedConfidence: Low

Official API

Supported · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

Firefly Services entitlement and credentials required. Version header versus modelId guidance conflicts; exact selectable Image5 identifier remains unresolved.

Cost

Unknown · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: Low

No verified API unit price or GA/Preview designation. Consumer Firefly subscription prices do not establish Services API entitlement.

Commercial use

UnknownLast verified: Not reviewedConfidence: Low

Luma Uni-1 · API

Luma AI · docs.agents.lumalabs.ai

Image generation[1]
Supported
Official API[2]
Supported
API IDs uni-1 and separately priced uni-1-max; marketing UNI-1.1 is not a verified new API ID.
Cost[3]
uni-1 2K: USD 0.0404 text / USD 0.0434 edit with one reference
Additional references USD 0.003 each; uni-1-max USD 0.1000 / 0.1030. Signed downloads expire after one hour and can be refreshed.

Full evidence and sources

No exact leaderboard match

Why this fits

Image generation
Supported · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High
Official feature documentation; no same-task quality measurement.
The documented input/output workflow matches this task. Test prompt adherence and output quality with the same brief used for the other candidates.
Official API
Supported · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High
API IDs uni-1 and separately priced uni-1-max; marketing UNI-1.1 is not a verified new API ID.
A documented API makes this a candidate for repeatable, programmatic workflows. Check account access, limits, and integration work before committing.
Cost
uni-1 2K: USD 0.0404 text / USD 0.0434 edit with one reference · Official fact · Current · View source
Additional references USD 0.003 each; uni-1-max USD 0.1000 / 0.1030. Signed downloads expire after one hour and can be refreshed.
Use the recorded price as a budget input, not a total project quote. Usage, plan entitlements, taxes, and extra services can change the actual cost.

Strengths

Image generation:
Supported · Official fact · Current · View source
Official API:
Supported · Official fact · Current · View source
Cost:
uni-1 2K: USD 0.0404 text / USD 0.0434 edit with one reference · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High
Additional references USD 0.003 each; uni-1-max USD 0.1000 / 0.1030. Signed downloads expire after one hour and can be refreshed.

Trade-offs

Unreviewed dimensions remain open questions for your trial.

Cost: uni-1 2K: USD 0.0404 text / USD 0.0434 edit with one reference · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High
Additional references USD 0.003 each; uni-1-max USD 0.1000 / 0.1030. Signed downloads expire after one hour and can be refreshed.
Plan-dependent. Check the official price and billing period.
Access: Local deployment:
Unknown
Official API:
Supported · Official fact · Current · View source
Workflow: Use the official API, then import the output into Proof Lab.
Commercial use and rights: Unknown
Rights depend on the product, plan, inputs and intended use. Review the linked terms.

Unknowns

Visual quality · Prompt adherence · Consistency

Evidence

Image generation

Supported · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

Official feature documentation; no same-task quality measurement.

Image editing

Supported · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

Official feature documentation; no same-task quality measurement.

Local deployment

UnknownLast verified: Not reviewedConfidence: Low

Official API

Supported · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

API IDs uni-1 and separately priced uni-1-max; marketing UNI-1.1 is not a verified new API ID.

Cost

uni-1 2K: USD 0.0404 text / USD 0.0434 edit with one reference · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

Additional references USD 0.003 each; uni-1-max USD 0.1000 / 0.1030. Signed downloads expire after one hour and can be refreshed.

Commercial use

UnknownLast verified: Not reviewedConfidence: Low

Midjourney · Web

Midjourney · docs.midjourney.com

Image generation[1]
Supported
Default V8.2 since July 24, 2026; editor uses its separate Edit Model.
Web interface[2]
Supported
Publicly documented channel; account, region, entitlement and quota were not tested.
Cost[3]
USD 10 / 30 / 60 / 120 monthly for Basic / Standard / Pro / Mega
Annual upfront USD 96 / 288 / 576 / 1,152. Fast GPU allowances differ; Relax starts Standard, Stealth Pro. Public by default; do not upload private materials.

Key conditions

Official API [4]
Unsupported
No ordinary public API; rare expressly granted exceptions. Automation prohibited.

Full evidence and sources

No exact leaderboard match

Why this fits

Image generation
Supported · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High
Default V8.2 since July 24, 2026; editor uses its separate Edit Model.
The documented input/output workflow matches this task. Test prompt adherence and output quality with the same brief used for the other candidates.
Web interface
Supported · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High
Publicly documented channel; account, region, entitlement and quota were not tested.
A documented web interface gives you a way to try the workflow in a browser. Check which features and exports your selected plan includes.
Cost
USD 10 / 30 / 60 / 120 monthly for Basic / Standard / Pro / Mega · Official fact · Current · View source
Annual upfront USD 96 / 288 / 576 / 1,152. Fast GPU allowances differ; Relax starts Standard, Stealth Pro. Public by default; do not upload private materials.
Use the recorded price as a budget input, not a total project quote. Usage, plan entitlements, taxes, and extra services can change the actual cost.

Strengths

Image generation:
Supported · Official fact · Current · View source
Cost:
USD 10 / 30 / 60 / 120 monthly for Basic / Standard / Pro / Mega · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High
Annual upfront USD 96 / 288 / 576 / 1,152. Fast GPU allowances differ; Relax starts Standard, Stealth Pro. Public by default; do not upload private materials.

Trade-offs

Official API:
Unsupported · Official fact · Current · View source

Unreviewed dimensions remain open questions for your trial.

Cost: USD 10 / 30 / 60 / 120 monthly for Basic / Standard / Pro / Mega · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High
Annual upfront USD 96 / 288 / 576 / 1,152. Fast GPU allowances differ; Relax starts Standard, Stealth Pro. Public by default; do not upload private materials.
Plan-dependent. Check the official price and billing period.
Access: Local deployment:
Unknown
Web interface:
Supported · Official fact · Current · View source
Official API:
Unsupported · Official fact · Current · View source
Workflow: Create in the provider interface, then import your output into Proof Lab.
Commercial use and rights: Unknown
Rights depend on the product, plan, inputs and intended use. Review the linked terms.

Unknowns

Visual quality · Prompt adherence · Consistency

Evidence

Image generation

Supported · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

Default V8.2 since July 24, 2026; editor uses its separate Edit Model.

Image editing

Supported · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

Official feature documentation; no same-task quality measurement.

Local deployment

UnknownLast verified: Not reviewedConfidence: Low

Web interface

Supported · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

Publicly documented channel; account, region, entitlement and quota were not tested.

Official API

Unsupported · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

No ordinary public API; rare expressly granted exceptions. Automation prohibited.

Cost

USD 10 / 30 / 60 / 120 monthly for Basic / Standard / Pro / Mega · Official fact · Current · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

Annual upfront USD 96 / 288 / 576 / 1,152. Fast GPU allowances differ; Relax starts Standard, Stealth Pro. Public by default; do not upload private materials.

Commercial use

UnknownLast verified: Not reviewedConfidence: Low