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Advanced requirements

Candidates to compare

Based on documented capabilities, not measured performance on your task. Display order is not a quality ranking.

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

Worth a trial for workflows needing Image editing and Official API.

  • Image editing[1]

    Test the documented input-to-output workflow.

  • Official API[2]

    Build repeatable workflows through the documented API.

Full evidence and sources

Why this fits

  • Image editing
    Supported · Official fact · Current · View source Last verified: 2026-09-19Confidence: High

    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: 2026-09-19Confidence: High

    A documented API makes this a candidate for repeatable, programmatic workflows. Check account access, limits, and integration work before committing.

Strengths

Trade-offs

    Unreviewed dimensions remain open questions for your trial.

    Cost
    UnknownLast verified: Not reviewedConfidence: Low
    Plan-dependent. Check the official price and billing period.
    Access
    Official API:
    Supported · Official fact · Current · View source
    Local deployment:
    Unknown
    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: 2026-09-19Confidence: High
    Image editing
    Supported · Official fact · Current · View source Last verified: 2026-09-19Confidence: High
    Official API
    Supported · Official fact · Current · View source Last verified: 2026-09-19Confidence: High
    Local deployment
    UnknownLast verified: Not reviewedConfidence: Low
    Cost
    UnknownLast verified: Not reviewedConfidence: Low
    Commercial use
    UnknownLast verified: Not reviewedConfidence: Low

    Luma Uni-1 · API

    Luma AI · docs.agents.lumalabs.ai

    Worth a trial for workflows needing Image editing and Official API.

    • Image editing[1]

      Test the documented input-to-output workflow.

    • Official API[2]

      Build repeatable workflows through the documented API.

    Full evidence and sources

    Why this fits

    • Image editing
      Supported · Official fact · Current · View source Last verified: 2026-09-19Confidence: High

      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: 2026-09-19Confidence: High

      A documented API makes this a candidate for repeatable, programmatic workflows. Check account access, limits, and integration work before committing.

    Strengths

    Trade-offs

      Unreviewed dimensions remain open questions for your trial.

      Cost
      UnknownLast verified: Not reviewedConfidence: Low
      Plan-dependent. Check the official price and billing period.
      Access
      Official API:
      Supported · Official fact · Current · View source
      Local deployment:
      Unknown
      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: 2026-09-19Confidence: High
      Image editing
      Supported · Official fact · Current · View source Last verified: 2026-09-19Confidence: High
      Official API
      Supported · Official fact · Current · View source Last verified: 2026-09-19Confidence: High
      Local deployment
      UnknownLast verified: Not reviewedConfidence: Low
      Cost
      UnknownLast verified: Not reviewedConfidence: Low
      Commercial use
      UnknownLast verified: Not reviewedConfidence: Low

      Midjourney · Web

      Midjourney · docs.midjourney.com

      Worth a trial for workflows needing Image editing and Web interface.

      • Image editing[1]

        Test the documented input-to-output workflow.

      • Web interface[2]

        Try the workflow in a browser.

      Key conditions

      • Official API [3]
        Unsupported
      Full evidence and sources

      Why this fits

      • Image editing
        Supported · Official fact · Current · View source Last verified: 2026-09-19Confidence: High

        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: 2026-09-19Confidence: High

        A documented web interface gives you a way to try the workflow in a browser. Check which features and exports your selected plan includes.

      Strengths

      Trade-offs

      Unreviewed dimensions remain open questions for your trial.

      Cost
      UnknownLast verified: Not reviewedConfidence: Low
      Plan-dependent. Check the official price and billing period.
      Access
      Web interface:
      Supported · Official fact · Current · View source
      Official API:
      Unsupported · Official fact · Current · View source
      Local deployment:
      Unknown
      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 · Cost

      Evidence

      Image generation
      Supported · Official fact · Current · View source Last verified: 2026-09-19Confidence: High
      Image editing
      Supported · Official fact · Current · View source Last verified: 2026-09-19Confidence: High
      Web interface
      Supported · Official fact · Current · View source Last verified: 2026-09-19Confidence: High
      Official API
      Unsupported · Official fact · Current · View source Last verified: 2026-09-19Confidence: High
      Local deployment
      UnknownLast verified: Not reviewedConfidence: Low
      Cost
      UnknownLast verified: Not reviewedConfidence: Low
      Commercial use
      UnknownLast verified: Not reviewedConfidence: Low