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AI image editor · Model and workflow guide

A specific change to an existing image.

Compare ai image editor options for a specific change to an existing image. Review source requirements, candidate details and current Promptha support.

Compare model options →

Start with the source and the result.

Image editing

Bring: An exact source image and a specific change.

Review: An edited image candidate.

A concrete brief

Change the background of this product photo to pale stone. Keep the bottle shape and overall framing as close to the source as possible.

Illustrative workflow brief. It is not a tested model result or a universal API input; supply each model’s required source fields separately.

What to check in a candidate

  • Requested change
  • Unintended changes
  • Product details

Model options for this work

Ordered by proposed catalog placement, not benchmark performance. Check each entry’s integration status.

black-forest-labsIntegration preview

FLUX.2 Max

Detailed product imagery and image edits

34 credits · ≤ $0.10 provider estimate

Uses, inputs and support

Where it fits in Promptha

  • Chat → Create image · Integration preview
  • Chat → Create image; Image Inspector → Edit · Integration preview
  • Image Inspector → Edit, or Chat with a source · Integration preview

Pricing by action

Conservative USD provider estimates and Promptha credits for the stated examples. Exact inputs and settings receive a fresh quote before submission.

  • Create image · 34 credits · ≤ $0.10 provider estimate · One output at default settings. Policy snapshot 2026-10-03. Exact request is quoted before submission. Provider pricing ↗
  • Edit image · 434 credits · ≤ $1.30 provider estimate · One default output with a conservative source-size allowance; exact source dimensions change the quote. Policy snapshot 2026-10-03. Exact request is quoted before submission. Provider pricing ↗

Explore linked prompts, profiles and templates →

Suggested uses

  • Creative photography
  • Fashion campaigns
  • Luxury product scenes
  • Editorial imagery
Catalog role
Hero candidate · proposed premium role
Provider verification
Input schema checked 2026-10-03
Promptha support
image.generate, image.edit

Adapter and price policy are implemented; workspace activation and live output verification are separate. Provider features may exceed the controls exposed in Promptha.

Registered action adapters. Check workspace availability; Preview results still need live output verification.

Provider input fields

Provider schema fields are not a list of enabled Promptha controls.

seed, width, height, prompt, resolution, aspect_ratio, input_images, output_format, output_quality, safety_tolerance

Required by schema: prompt

Promptha integration guide →Provider documentation ↗Link to this entry →
black-forest-labsIntegration preview

FLUX.2 Pro

Product photography and material detail

10 credits · ≤ $0.03 provider estimate

Uses, inputs and support

Where it fits in Promptha

  • Chat → Create image · Integration preview
  • Image Inspector → Edit, or Chat with a source · Integration preview
  • Chat → Create image; Image Inspector → Edit · Integration preview

Pricing by action

Conservative USD provider estimates and Promptha credits for the stated examples. Exact inputs and settings receive a fresh quote before submission.

  • Create image · 10 credits · ≤ $0.03 provider estimate · One output at default settings. Policy snapshot 2026-10-03. Exact request is quoted before submission. Provider pricing ↗
  • Edit image · 210 credits · ≤ $0.63 provider estimate · One default output with a conservative source-size allowance; exact source dimensions change the quote. Policy snapshot 2026-10-03. Exact request is quoted before submission. Provider pricing ↗
  • Edit image · Pricing not verified

Explore linked prompts, profiles and templates →

Suggested uses

  • Reference images
  • Lifestyle photography
  • Product scenes
  • Character concepts
Catalog role
Hero candidate · proposed default role
Provider verification
Input schema checked 2026-09-24
Promptha support
image.generate, image.edit

Adapter and price policy are implemented; workspace activation and live output verification are separate. Provider features may exceed the controls exposed in Promptha.

Registered action adapters. Check workspace availability; Preview results still need live output verification.

Provider input fields

Provider schema fields are not a list of enabled Promptha controls.

seed, width, height, prompt, resolution, aspect_ratio, input_images, output_format, output_quality, safety_tolerance

Required by schema: prompt

Promptha integration guide →Provider documentation ↗Link to this entry →
openaiIntegration preview

GPT Image 2.5 Sunburst

Single-image creation and exact-source whole-image revisions

4 credits · ≤ $0.012 provider estimate

Uses, inputs and support

Where it fits in Promptha

  • Chat → Create image · Integration preview
  • Image Inspector → Edit, or Chat with a source · Integration preview
  • Chat → planned design-model route · planned for this model
  • Chat → Create image; Image Inspector → Edit · Integration preview

Pricing by action

Conservative USD provider estimates and Promptha credits for the stated examples. Exact inputs and settings receive a fresh quote before submission.

  • Create image · 4 credits · ≤ $0.012 provider estimate · One output at default settings. Policy snapshot 2026-10-03. Exact request is quoted before submission. Provider pricing ↗
  • Edit image · 4 credits · ≤ $0.012 provider estimate · One output at default settings. Policy snapshot 2026-10-03. Exact request is quoted before submission. Provider pricing ↗

Explore linked prompts, profiles and templates →

Suggested uses

  • Precise edits
  • Typography graphics
  • Product compositions
  • Detailed scenes
Catalog role
Hero candidate · proposed premium role
Provider verification
Input schema checked 2026-09-28
Promptha support
image.generate, image.edit

Adapter and price policy are implemented; workspace activation and live output verification are separate. Provider features may exceed the controls exposed in Promptha.

Registered action adapters. Check workspace availability; Preview results still need live output verification.

Provider input fields

Provider schema fields are not a list of enabled Promptha controls.

prompt, quality, user_id, background, moderation, aspect_ratio, input_images, output_format, openai_api_key, number_of_images, output_compression

Required by schema: prompt

Promptha integration guide →Provider documentation ↗Link to this entry →
googleIntegration preview

Nano Banana 2

Product scenes and everyday image edits

23 credits · ≤ $0.067 provider estimate

Uses, inputs and support

Where it fits in Promptha

  • Chat → Create image · Integration preview
  • Image Inspector → Edit, or Chat with a source · Integration preview
  • Chat → Create image; Image Inspector → Edit · Integration preview

Pricing by action

Conservative USD provider estimates and Promptha credits for the stated examples. Exact inputs and settings receive a fresh quote before submission.

  • Create image · 23 credits · ≤ $0.067 provider estimate · One output at default settings. Policy snapshot 2026-10-03. Exact request is quoted before submission. Provider pricing ↗
  • Edit image · 23 credits · ≤ $0.067 provider estimate · One output at default settings. Policy snapshot 2026-10-03. Exact request is quoted before submission. Provider pricing ↗

Explore linked prompts, profiles and templates →

Suggested uses

  • Background replacement
  • Object replacement
  • Style transformation
  • Product edits
Catalog role
Hero candidate · proposed default role
Provider verification
Input schema checked 2026-09-24
Promptha support
image.generate, image.edit

Adapter and price policy are implemented; workspace activation and live output verification are separate. Provider features may exceed the controls exposed in Promptha.

Registered action adapters. Check workspace availability; Preview results still need live output verification.

Provider input fields

Provider schema fields are not a list of enabled Promptha controls.

prompt, resolution, image_input, aspect_ratio, image_search, google_search, output_format

Required by schema: prompt

Promptha integration guide →Provider documentation ↗Link to this entry →
googleIntegration preview

Nano Banana Pro

Detailed compositions and image-led creative work

50 credits · ≤ $0.15 provider estimate

Uses, inputs and support

Where it fits in Promptha

  • Chat → Create image · Integration preview
  • Image Inspector → Edit, or Chat with a source · Integration preview
  • Chat → Create image; Image Inspector → Edit · Integration preview
  • Chat → planned person + garment workflow · planned for this model

Pricing by action

Conservative USD provider estimates and Promptha credits for the stated examples. Exact inputs and settings receive a fresh quote before submission.

  • Create image · 50 credits · ≤ $0.15 provider estimate · One output at default settings. Policy snapshot 2026-10-03. Exact request is quoted before submission. Provider pricing ↗
  • Edit image · 50 credits · ≤ $0.15 provider estimate · One output at default settings. Policy snapshot 2026-10-03. Exact request is quoted before submission. Provider pricing ↗

Explore linked prompts, profiles and templates →

Suggested uses

  • Product placement
  • Reference compositions
  • Campaign images
  • Fashion edits
Catalog role
Hero candidate · proposed premium role
Provider verification
Input schema checked 2026-09-24
Promptha support
image.generate, image.edit

Adapter and price policy are implemented; workspace activation and live output verification are separate. Provider features may exceed the controls exposed in Promptha.

Registered action adapters. Check workspace availability; Preview results still need live output verification.

Provider input fields

Provider schema fields are not a list of enabled Promptha controls.

prompt, resolution, image_input, aspect_ratio, output_format, safety_filter_level, allow_fallback_model

Required by schema: prompt

Promptha integration guide →Provider documentation ↗Link to this entry →
alibabaPlanned integration

Qwen Image 3 Pro

Explore Qwen Image 3 Pro for text-heavy graphics, posters, structured layouts. Review its inputs and Promptha integration status.

Pricing not verified

Uses, inputs and support

Where it fits in Promptha

  • Chat → Create image · planned for this model
  • Image Inspector → Edit, or Chat with a source · planned for this model
  • Chat → planned design-model route · planned for this model

Explore linked prompts, profiles and templates →

Suggested uses

  • Text-heavy graphics
  • Posters
  • Structured layouts
  • Social graphics
Catalog role
Hero candidate · proposed specialist role
Provider verification
Input schema checked 2026-09-24
Promptha support
No execution adapter yet

Catalog candidate only. This model cannot be selected for generation through this catalog.

Pricing not verified. This listing cannot authorize generation.

Provider input fields

Provider schema fields are not a list of enabled Promptha controls.

seed, image, prompt, aspect_ratio, negative_prompt, match_input_image, enable_prompt_expansion

Required by schema: prompt

Provider documentation ↗Link to this entry →
Browse the capability in the full catalog →

Generator ideas

Proposed recipes to configure and validate before offering them as runnable workflows.

AI Fashion Shoot

Fashion campaign image candidates. Supply the source material, review a model-specific request and inspect the resulting candidate before delivery.

Suggested stages: Product photography → Image editing.

Real Estate Staging Generator

Room furnishing visualizations. Supply the source material, review a model-specific request and inspect the resulting candidate before delivery.

Suggested stages: Image editing.

Edit Anything

A selected image revised by a specific instruction. Supply the source material, review a model-specific request and inspect the resulting candidate before delivery.

Suggested stages: Image editing.

Replace Object

An object replacement candidate. Supply the source material, review a model-specific request and inspect the resulting candidate before delivery.

Suggested stages: Image editing.

Remove Object

A scene repaired after object removal. Supply the source material, review a model-specific request and inspect the resulting candidate before delivery.

Suggested stages: Image editing.

Change Background

A selected subject in a new setting. Supply the source material, review a model-specific request and inspect the resulting candidate before delivery.

Suggested stages: Image editing → Background removal.

Restyle Image

A new visual style for a selected source. Supply the source material, review a model-specific request and inspect the resulting candidate before delivery.

Suggested stages: Image editing.

Expand Image

An extended image composition. Supply the source material, review a model-specific request and inspect the resulting candidate before delivery.

Suggested stages: Image editing.

Choose a model, then review the work.

Use the model guide to check supported inputs. Keep the source available, compare the complete candidate and continue from the exact version you choose. Credit pricing and live output verification are required before activating new integrations.

All model candidates →All capabilities →Compare saved outputs →Configured Generators →
THE USEFUL DETAILS

Good to know.

Creation notes

Prepare image editing inputs

The starting material for this capability is: An exact source image and a specific change. The intended result is: An edited image candidate. Check the selected model's exposed input contract before preparation. A visually related source may still be incompatible in media type, size or the role it plays in the request.

Review these concrete details: requested change, unintended changes, product details. Keep the approved brief and original source available. Inspect the complete candidate rather than judging a thumbnail, single frame or short excerpt. Record the exact version you choose and keep rejected alternatives when they explain the decision.

Read Nano Banana 2 integration guide
Choose a connected route or keep the work in research

Some related operations have registered integration guides. Inspect each action and workspace activation; registration does not guarantee that all provider controls or the complete capability workflow are available.

A proposed Generator recipe still needs saved configuration, compatible stages and reviewed inputs. Inspect the quote and the real output handling before treating a multi-step process as a supported deliverable. Export and native Studio compatibility belong to the chosen artifact, not the name of the capability.

Inspect catalog support for this capability

Common questions

Can I run ai image editor in Promptha?

Some related operations have registered adapters. Check the specific model guide, required sources and live workspace choices. The capability label does not guarantee every proposed workflow is enabled.

What should I inspect in the result?

Image editing: Requested change, Unintended changes, Product details. Compare the complete candidate with its approved brief and source before choosing it.

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