Magic Hour

Edit supplied images

ai_image_editor_create_image

MCP guidance:

Requires one or more source images in assets.image_file_paths. For prompt-only creation, use ai_image_generator_create_image instead.
Starts an async image job; returns id and credits_charged. For finished results, call wait_for_image_project with that id or poll GET /v1/image-projects/{id} until complete, error, or canceled. Results include downloads; wait helpers add exact_download_urls. Preserve signed URLs and query parameters; never append expiration metadata.
For *_file_path, use an existing Magic Hour path or the upload-URL endpoint's file_path after uploading raw bytes to its presigned URL. Direct public media URLs may work if stable and fetchable as raw bytes; hotlinked URLs can fail. Prefer the upload-URL endpoint when unsure.

Edit supplied images using assets.image_file_paths and style.prompt. For prompt-only creation use ai_image_generator_create_image. Editing is not a required preparation step before image-to-video when the approved source already meets the brief. Check model eligibility: the omitted/default model is not universally available on Free.

Input Schema

Name	Required	Description	Default
`name`	No	Give your image a custom name for easy identification.	Ai Image Editor - dateTime
`model`	No	The AI model to use for image editing. Each model has different capabilities and costs. Models: - `default` - Use the model we recommend, which will change over time. This is recommended unless you need a specific model. This is the default behavior. - `flux-2-klein` - from 5 credits/image - Supported resolutions: 640px, 1k, 2k - Available for tiers: free, creator, pro, business - Max additional input images: 5 - `gpt-image-2` - from 50 credits/image - Supported resolutions: 640px, 1k, 2k, 4k - Available for tiers: creator, pro, business - Max additional input images: 9 - `gpt-image-2.5-flare` - from 100 credits/image - Supported resolutions: 640px, 1k, 2k, 4k - Available for tiers: creator, pro, business - Max additional input images: 9 - `krea-2` - from 10 credits/image - Supported resolutions: 640px, 1k - Available for tiers: free, creator, pro, business - Max additional input images: 1 - `nano-banana` - from 50 credits/image - Supported resolutions: 640px, 1k - Available for tiers: creator, pro, business - Max additional input images: 9 - `nano-banana-2` - from 100 credits/image - Supported resolutions: 640px, 1k, 2k, 4k - Available for tiers: creator, pro, business - Max additional input images: 9 - `nano-banana-2-lite` - from 50 credits/image - Supported resolutions: 640px, 1k - Available for tiers: creator, pro, business - Max additional input images: 9 - `nano-banana-2.1` - from 50 credits/image - Supported resolutions: 640px, 1k, 2k, 4k - Available for tiers: creator, pro, business - Max additional input images: 9 - `nano-banana-pro` - from 150 credits/image - Supported resolutions: 1k, 2k, 4k - Available for tiers: creator, pro, business - Max additional input images: 9 - `qwen-edit` - from 10 credits/image - Supported resolutions: 640px, 1k, 2k - Available for tiers: free, creator, pro, business - Max additional input images: 2 - `qwen-image-2.1` - from 10 credits/image - Supported resolutions: 640px, 1k, 2k - Available for tiers: free, creator, pro, business - Max additional input images: 2 - `seedream-v4` - from 40 credits/image - Supported resolutions: 640px, 1k, 2k, 4k - Available for tiers: creator, pro, business - Max additional input images: 9 - `seedream-v4.5` - from 50 credits/image - Supported resolutions: 640px, 1k, 2k, 4k - Available for tiers: creator, pro, business - Max additional input images: 9 - `seedream-v5-pro` - from 75 credits/image - Supported resolutions: 640px, 1k, 2k - Available for tiers: creator, pro, business - Max additional input images: 9
`style`	Yes
`assets`	Yes	Provide the assets for image edit
`resolution`	No	Maximum resolution (longest edge) for the output image. Options: - `640px` — up to 640px - `1k` — up to 1024px - `2k` — up to 2048px - `4k` — up to 4096px - `auto` — Deprecated. Mapped server-side from your subscription tier to the best matching resolution the model supports Per-model support: - `flux-2-klein` - 640px, 1k, 2k - `gpt-image-2` - 640px, 1k, 2k, 4k - `gpt-image-2.5-flare` - 640px, 1k, 2k, 4k - `krea-2` - 640px, 1k - `nano-banana` - 640px, 1k - `nano-banana-2` - 640px, 1k, 2k, 4k - `nano-banana-2-lite` - 640px, 1k - `nano-banana-2.1` - 640px, 1k, 2k, 4k - `nano-banana-pro` - 1k, 2k, 4k - `qwen-edit` - 640px, 1k, 2k - `qwen-image-2.1` - 640px, 1k, 2k - `seedream-v4` - 640px, 1k, 2k, 4k - `seedream-v4.5` - 640px, 1k, 2k, 4k - `seedream-v5-pro` - 640px, 1k, 2k Note: Resolution availability depends on the model and your subscription tier.
`image_count`	No	Number of images to generate. Maximum varies by model. Defaults to 1 if not specified.
`aspect_ratio`	No	The aspect ratio of the output image(s). If not specified, defaults to `auto`.

Output Schema

Name	Required	Description	Default
`id`	Yes	Unique ID of the image. Use it with the [Get image Project API](https://docs.magichour.ai/api-reference/image-projects/get-image-details) to fetch status and downloads.
`credits_charged`	Yes	The amount of credits deducted from your account to generate the image. We charge credits right when the request is made. If an error occurred while generating the image(s), credits will be refunded and this field will be updated to include the refund.

Schema Changelog

Changes observed during successful MCP inspections.

Changed1 schema field changedOct 22, 2026

changedInput schema / properties / model / enum

Previous value: -[
-  "default",
-  "qwen-image-2.1",
-  "qwen-edit",
-  "flux-2-klein",
-  "nano-banana-2-lite",
-  "nano-banana-2",
-  "nano-banana-2.1",
-  "krea-2",
-  "gpt-image-2.5-flare",
-  "gpt-image-2",
-  "seedream-v5-pro",
-  "seedream-v4.5",
-  "seedream-v4",
-  "nano-banana",
-  "nano-banana-pro"
-]New value: +[
+  "default",
+  "qwen-image-2.1",
+  "gpt-image-2",
+  "nano-banana-2",
+  "flux-2-klein",
+  "nano-banana-pro",
+  "seedream-v5-pro",
+  "seedream-v4.5",
+  "nano-banana-2.1",
+  "qwen-edit",
+  "nano-banana-2-lite",
+  "krea-2",
+  "gpt-image-2.5-flare",
+  "seedream-v4",
+  "nano-banana"
+]

Changed3 schema fields changedOct 12, 2026
- changedInput schema / properties / model / example
```
Previous value: -"default"New value: +"flux-2-klein"
```
- changedInput schema / properties / resolution / example
```
Previous value: -"1k"New value: +"640px"
```
- changedOutput schema / properties / credits_charged / example
```
Previous value: -50New value: +5
```

Changed3 schema fields changedOct 9, 2026

changedInput schema / properties / model / description

Previous value: -"The AI model to use for image editing. Each model has different capabilities and costs.\n\n**Models:**\n- `default` - Use the model we recommend, which will change over time. This is recommended unless you need a specific model. This is the default behavior.\n- `flux-2-klein` - from 5 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 5\n- `gpt-image-2` - from 50 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `gpt-image-2.5-flare` - from 100 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `krea-2` - from 10 credits/image\n  - Supported resolutions: 640px, 1k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 1\n- `nano-banana` - from 50 credits/image\n  - Supported resolutions: 640px, 1k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-2` - from 100 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-2-lite` - from 50 credits/image\n  - Supported resolutions: 640px, 1k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-pro` - from 150 credits/image\n  - Supported resolutions: 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `qwen-edit` - from 10 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 2\n- `qwen-image-2.1` - from 10 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 2\n- `seedream-v4` - from 40 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `seedream-v4.5` - from 50 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `seedream-v5-pro` - from 75 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n"New value: +"The AI model to use for image editing. Each model has different capabilities and costs.\n\n**Models:**\n- `default` - Use the model we recommend, which will change over time. This is recommended unless you need a specific model. This is the default behavior.\n- `flux-2-klein` - from 5 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 5\n- `gpt-image-2` - from 50 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `gpt-image-2.5-flare` - from 100 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `krea-2` - from 10 credits/image\n  - Supported resolutions: 640px, 1k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 1\n- `nano-banana` - from 50 credits/image\n  - Supported resolutions: 640px, 1k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-2` - from 100 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-2-lite` - from 50 credits/image\n  - Supported resolutions: 640px, 1k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-2.1` - from 50 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-pro` - from 150 credits/image\n  - Supported resolutions: 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `qwen-edit` - from 10 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 2\n- `qwen-image-2.1` - from 10 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 2\n- `seedream-v4` - from 40 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `seedream-v4.5` - from 50 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `seedream-v5-pro` - from 75 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n"

changedInput schema / properties / model / enum

Previous value: -[
-  "default",
-  "qwen-image-2.1",
-  "qwen-edit",
-  "flux-2-klein",
-  "nano-banana-2-lite",
-  "nano-banana-2",
-  "krea-2",
-  "gpt-image-2.5-flare",
-  "gpt-image-2",
-  "seedream-v5-pro",
-  "seedream-v4.5",
-  "seedream-v4",
-  "nano-banana",
-  "nano-banana-pro"
-]New value: +[
+  "default",
+  "qwen-image-2.1",
+  "qwen-edit",
+  "flux-2-klein",
+  "nano-banana-2-lite",
+  "nano-banana-2",
+  "nano-banana-2.1",
+  "krea-2",
+  "gpt-image-2.5-flare",
+  "gpt-image-2",
+  "seedream-v5-pro",
+  "seedream-v4.5",
+  "seedream-v4",
+  "nano-banana",
+  "nano-banana-pro"
+]

changedInput schema / properties / resolution / description

Previous value: -"Maximum resolution (longest edge) for the output image.\n\n**Options:**\n- `640px` — up to 640px\n- `1k` — up to 1024px\n- `2k` — up to 2048px\n- `4k` — up to 4096px\n- `auto` — **Deprecated.** Mapped server-side from your subscription tier to the best matching resolution the model supports\n\n**Per-model support:**\n- `flux-2-klein` - 640px, 1k, 2k\n- `gpt-image-2` - 640px, 1k, 2k, 4k\n- `gpt-image-2.5-flare` - 640px, 1k, 2k, 4k\n- `krea-2` - 640px, 1k\n- `nano-banana` - 640px, 1k\n- `nano-banana-2` - 640px, 1k, 2k, 4k\n- `nano-banana-2-lite` - 640px, 1k\n- `nano-banana-pro` - 1k, 2k, 4k\n- `qwen-edit` - 640px, 1k, 2k\n- `qwen-image-2.1` - 640px, 1k, 2k\n- `seedream-v4` - 640px, 1k, 2k, 4k\n- `seedream-v4.5` - 640px, 1k, 2k, 4k\n- `seedream-v5-pro` - 640px, 1k, 2k\n\nNote: Resolution availability depends on the model and your subscription tier."New value: +"Maximum resolution (longest edge) for the output image.\n\n**Options:**\n- `640px` — up to 640px\n- `1k` — up to 1024px\n- `2k` — up to 2048px\n- `4k` — up to 4096px\n- `auto` — **Deprecated.** Mapped server-side from your subscription tier to the best matching resolution the model supports\n\n**Per-model support:**\n- `flux-2-klein` - 640px, 1k, 2k\n- `gpt-image-2` - 640px, 1k, 2k, 4k\n- `gpt-image-2.5-flare` - 640px, 1k, 2k, 4k\n- `krea-2` - 640px, 1k\n- `nano-banana` - 640px, 1k\n- `nano-banana-2` - 640px, 1k, 2k, 4k\n- `nano-banana-2-lite` - 640px, 1k\n- `nano-banana-2.1` - 640px, 1k, 2k, 4k\n- `nano-banana-pro` - 1k, 2k, 4k\n- `qwen-edit` - 640px, 1k, 2k\n- `qwen-image-2.1` - 640px, 1k, 2k\n- `seedream-v4` - 640px, 1k, 2k, 4k\n- `seedream-v4.5` - 640px, 1k, 2k, 4k\n- `seedream-v5-pro` - 640px, 1k, 2k\n\nNote: Resolution availability depends on the model and your subscription tier."

Changed3 schema fields changedOct 7, 2026

changedInput schema / properties / model / description

Previous value: -"The AI model to use for image editing. Each model has different capabilities and costs.\n\n**Models:**\n- `default` - Use the model we recommend, which will change over time. This is recommended unless you need a specific model. This is the default behavior.\n- `flux-2-klein` - from 5 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 5\n- `gpt-image-2` - from 50 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `gpt-image-2.5-flare` - from 100 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `krea-2` - from 10 credits/image\n  - Supported resolutions: 640px, 1k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 1\n- `nano-banana` - from 50 credits/image\n  - Supported resolutions: 640px, 1k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-2` - from 100 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-2-lite` - from 50 credits/image\n  - Supported resolutions: 640px, 1k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-pro` - from 150 credits/image\n  - Supported resolutions: 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `qwen-edit` - from 10 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 2\n- `seedream-v4` - from 40 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `seedream-v4.5` - from 50 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `seedream-v5-pro` - from 75 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n"New value: +"The AI model to use for image editing. Each model has different capabilities and costs.\n\n**Models:**\n- `default` - Use the model we recommend, which will change over time. This is recommended unless you need a specific model. This is the default behavior.\n- `flux-2-klein` - from 5 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 5\n- `gpt-image-2` - from 50 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `gpt-image-2.5-flare` - from 100 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `krea-2` - from 10 credits/image\n  - Supported resolutions: 640px, 1k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 1\n- `nano-banana` - from 50 credits/image\n  - Supported resolutions: 640px, 1k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-2` - from 100 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-2-lite` - from 50 credits/image\n  - Supported resolutions: 640px, 1k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-pro` - from 150 credits/image\n  - Supported resolutions: 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `qwen-edit` - from 10 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 2\n- `qwen-image-2.1` - from 10 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 2\n- `seedream-v4` - from 40 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `seedream-v4.5` - from 50 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `seedream-v5-pro` - from 75 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n"

changedInput schema / properties / model / enum

Previous value: -[
-  "default",
-  "qwen-edit",
-  "flux-2-klein",
-  "nano-banana-2-lite",
-  "nano-banana-2",
-  "krea-2",
-  "gpt-image-2.5-flare",
-  "gpt-image-2",
-  "seedream-v5-pro",
-  "seedream-v4.5",
-  "seedream-v4",
-  "nano-banana",
-  "nano-banana-pro"
-]New value: +[
+  "default",
+  "qwen-image-2.1",
+  "qwen-edit",
+  "flux-2-klein",
+  "nano-banana-2-lite",
+  "nano-banana-2",
+  "krea-2",
+  "gpt-image-2.5-flare",
+  "gpt-image-2",
+  "seedream-v5-pro",
+  "seedream-v4.5",
+  "seedream-v4",
+  "nano-banana",
+  "nano-banana-pro"
+]

changedInput schema / properties / resolution / description

Previous value: -"Maximum resolution (longest edge) for the output image.\n\n**Options:**\n- `640px` — up to 640px\n- `1k` — up to 1024px\n- `2k` — up to 2048px\n- `4k` — up to 4096px\n- `auto` — **Deprecated.** Mapped server-side from your subscription tier to the best matching resolution the model supports\n\n**Per-model support:**\n- `flux-2-klein` - 640px, 1k, 2k\n- `gpt-image-2` - 640px, 1k, 2k, 4k\n- `gpt-image-2.5-flare` - 640px, 1k, 2k, 4k\n- `krea-2` - 640px, 1k\n- `nano-banana` - 640px, 1k\n- `nano-banana-2` - 640px, 1k, 2k, 4k\n- `nano-banana-2-lite` - 640px, 1k\n- `nano-banana-pro` - 1k, 2k, 4k\n- `qwen-edit` - 640px, 1k, 2k\n- `seedream-v4` - 640px, 1k, 2k, 4k\n- `seedream-v4.5` - 640px, 1k, 2k, 4k\n- `seedream-v5-pro` - 640px, 1k, 2k\n\nNote: Resolution availability depends on the model and your subscription tier."New value: +"Maximum resolution (longest edge) for the output image.\n\n**Options:**\n- `640px` — up to 640px\n- `1k` — up to 1024px\n- `2k` — up to 2048px\n- `4k` — up to 4096px\n- `auto` — **Deprecated.** Mapped server-side from your subscription tier to the best matching resolution the model supports\n\n**Per-model support:**\n- `flux-2-klein` - 640px, 1k, 2k\n- `gpt-image-2` - 640px, 1k, 2k, 4k\n- `gpt-image-2.5-flare` - 640px, 1k, 2k, 4k\n- `krea-2` - 640px, 1k\n- `nano-banana` - 640px, 1k\n- `nano-banana-2` - 640px, 1k, 2k, 4k\n- `nano-banana-2-lite` - 640px, 1k\n- `nano-banana-pro` - 1k, 2k, 4k\n- `qwen-edit` - 640px, 1k, 2k\n- `qwen-image-2.1` - 640px, 1k, 2k\n- `seedream-v4` - 640px, 1k, 2k, 4k\n- `seedream-v4.5` - 640px, 1k, 2k, 4k\n- `seedream-v5-pro` - 640px, 1k, 2k\n\nNote: Resolution availability depends on the model and your subscription tier."

Changed1 schema field changedSep 29, 2026

changedInput schema / properties / model / enum

Previous value: -[
-  "default",
-  "nano-banana-2",
-  "gpt-image-2",
-  "gpt-image-2.5-flare",
-  "flux-2-klein",
-  "nano-banana-2-lite",
-  "qwen-edit",
-  "krea-2",
-  "seedream-v4",
-  "seedream-v4.5",
-  "seedream-v5-pro",
-  "nano-banana",
-  "nano-banana-pro"
-]New value: +[
+  "default",
+  "qwen-edit",
+  "flux-2-klein",
+  "nano-banana-2-lite",
+  "nano-banana-2",
+  "krea-2",
+  "gpt-image-2.5-flare",
+  "gpt-image-2",
+  "seedream-v5-pro",
+  "seedream-v4.5",
+  "seedream-v4",
+  "nano-banana",
+  "nano-banana-pro"
+]

Changed1 schema field changedSep 24, 2026

removedInput schema / properties / context

Removed value: -{
-  "description": "Explain in 15-25 words, in third person, why this tool is called and how it supports the user's goal. For analytics only. You MUST describe only the abstract purpose of the tool call. NEVER include, repeat, paraphrase, or infer personal, sensitive, or identifying information from the user request or tool results, including names, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities into roles such as \"a user\", \"the customer\", or \"an account\". Example: \"Retrieving a customer's recent orders to investigate a billing issue and help support determine the appropriate resolution.\"",
-  "type": "string"
-}

Changed3 schema fields changedSep 16, 2026

changedInput schema / properties / model / description

Previous value: -"The AI model to use for image editing. Each model has different capabilities and costs.\n\n**Models:**\n- `default` - Use the model we recommend, which will change over time. This is recommended unless you need a specific model. This is the default behavior.\n- `flux-2-klein` - from 5 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 5\n- `gpt-image-2` - from 50 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `gpt-image-2.5-flare` - from 100 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana` - from 50 credits/image\n  - Supported resolutions: 640px, 1k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-2` - from 100 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-2-lite` - from 50 credits/image\n  - Supported resolutions: 640px, 1k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-pro` - from 150 credits/image\n  - Supported resolutions: 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `qwen-edit` - from 10 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 2\n- `seedream-v4` - from 40 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `seedream-v4.5` - from 50 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `seedream-v5-pro` - from 75 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n"New value: +"The AI model to use for image editing. Each model has different capabilities and costs.\n\n**Models:**\n- `default` - Use the model we recommend, which will change over time. This is recommended unless you need a specific model. This is the default behavior.\n- `flux-2-klein` - from 5 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 5\n- `gpt-image-2` - from 50 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `gpt-image-2.5-flare` - from 100 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `krea-2` - from 10 credits/image\n  - Supported resolutions: 640px, 1k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 1\n- `nano-banana` - from 50 credits/image\n  - Supported resolutions: 640px, 1k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-2` - from 100 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-2-lite` - from 50 credits/image\n  - Supported resolutions: 640px, 1k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-pro` - from 150 credits/image\n  - Supported resolutions: 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `qwen-edit` - from 10 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 2\n- `seedream-v4` - from 40 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `seedream-v4.5` - from 50 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `seedream-v5-pro` - from 75 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n"

changedInput schema / properties / model / enum

Previous value: -[
-  "default",
-  "nano-banana-2",
-  "gpt-image-2",
-  "gpt-image-2.5-flare",
-  "flux-2-klein",
-  "nano-banana-2-lite",
-  "qwen-edit",
-  "seedream-v4",
-  "seedream-v4.5",
-  "seedream-v5-pro",
-  "nano-banana",
-  "nano-banana-pro"
-]New value: +[
+  "default",
+  "nano-banana-2",
+  "gpt-image-2",
+  "gpt-image-2.5-flare",
+  "flux-2-klein",
+  "nano-banana-2-lite",
+  "qwen-edit",
+  "krea-2",
+  "seedream-v4",
+  "seedream-v4.5",
+  "seedream-v5-pro",
+  "nano-banana",
+  "nano-banana-pro"
+]

changedInput schema / properties / resolution / description

Previous value: -"Maximum resolution (longest edge) for the output image.\n\n**Options:**\n- `640px` — up to 640px\n- `1k` — up to 1024px\n- `2k` — up to 2048px\n- `4k` — up to 4096px\n- `auto` — **Deprecated.** Mapped server-side from your subscription tier to the best matching resolution the model supports\n\n**Per-model support:**\n- `flux-2-klein` - 640px, 1k, 2k\n- `gpt-image-2` - 640px, 1k, 2k, 4k\n- `gpt-image-2.5-flare` - 640px, 1k, 2k, 4k\n- `nano-banana` - 640px, 1k\n- `nano-banana-2` - 640px, 1k, 2k, 4k\n- `nano-banana-2-lite` - 640px, 1k\n- `nano-banana-pro` - 1k, 2k, 4k\n- `qwen-edit` - 640px, 1k, 2k\n- `seedream-v4` - 640px, 1k, 2k, 4k\n- `seedream-v4.5` - 640px, 1k, 2k, 4k\n- `seedream-v5-pro` - 640px, 1k, 2k\n\nNote: Resolution availability depends on the model and your subscription tier."New value: +"Maximum resolution (longest edge) for the output image.\n\n**Options:**\n- `640px` — up to 640px\n- `1k` — up to 1024px\n- `2k` — up to 2048px\n- `4k` — up to 4096px\n- `auto` — **Deprecated.** Mapped server-side from your subscription tier to the best matching resolution the model supports\n\n**Per-model support:**\n- `flux-2-klein` - 640px, 1k, 2k\n- `gpt-image-2` - 640px, 1k, 2k, 4k\n- `gpt-image-2.5-flare` - 640px, 1k, 2k, 4k\n- `krea-2` - 640px, 1k\n- `nano-banana` - 640px, 1k\n- `nano-banana-2` - 640px, 1k, 2k, 4k\n- `nano-banana-2-lite` - 640px, 1k\n- `nano-banana-pro` - 1k, 2k, 4k\n- `qwen-edit` - 640px, 1k, 2k\n- `seedream-v4` - 640px, 1k, 2k, 4k\n- `seedream-v4.5` - 640px, 1k, 2k, 4k\n- `seedream-v5-pro` - 640px, 1k, 2k\n\nNote: Resolution availability depends on the model and your subscription tier."

Changed3 schema fields changedSep 12, 2026

changedInput schema / properties / model / description

Previous value: -"The AI model to use for image editing. Each model has different capabilities and costs.\n\n**Models:**\n- `default` - Use the model we recommend, which will change over time. This is recommended unless you need a specific model. This is the default behavior.\n- `flux-2-klein` - from 5 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 5\n- `gpt-image-2` - from 50 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana` - from 50 credits/image\n  - Supported resolutions: 640px, 1k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-2` - from 100 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-2-lite` - from 50 credits/image\n  - Supported resolutions: 640px, 1k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-pro` - from 150 credits/image\n  - Supported resolutions: 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `qwen-edit` - from 10 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 2\n- `seedream-v4` - from 40 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `seedream-v4.5` - from 50 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `seedream-v5-pro` - from 75 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n"New value: +"The AI model to use for image editing. Each model has different capabilities and costs.\n\n**Models:**\n- `default` - Use the model we recommend, which will change over time. This is recommended unless you need a specific model. This is the default behavior.\n- `flux-2-klein` - from 5 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 5\n- `gpt-image-2` - from 50 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `gpt-image-2.5-flare` - from 100 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana` - from 50 credits/image\n  - Supported resolutions: 640px, 1k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-2` - from 100 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-2-lite` - from 50 credits/image\n  - Supported resolutions: 640px, 1k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `nano-banana-pro` - from 150 credits/image\n  - Supported resolutions: 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `qwen-edit` - from 10 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: free, creator, pro, business\n  - Max additional input images: 2\n- `seedream-v4` - from 40 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `seedream-v4.5` - from 50 credits/image\n  - Supported resolutions: 640px, 1k, 2k, 4k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n- `seedream-v5-pro` - from 75 credits/image\n  - Supported resolutions: 640px, 1k, 2k\n  - Available for tiers: creator, pro, business\n  - Max additional input images: 9\n"

changedInput schema / properties / model / enum

Previous value: -[
-  "default",
-  "nano-banana-2",
-  "gpt-image-2",
-  "flux-2-klein",
-  "nano-banana-2-lite",
-  "qwen-edit",
-  "seedream-v4",
-  "seedream-v4.5",
-  "seedream-v5-pro",
-  "nano-banana",
-  "nano-banana-pro"
-]New value: +[
+  "default",
+  "nano-banana-2",
+  "gpt-image-2",
+  "gpt-image-2.5-flare",
+  "flux-2-klein",
+  "nano-banana-2-lite",
+  "qwen-edit",
+  "seedream-v4",
+  "seedream-v4.5",
+  "seedream-v5-pro",
+  "nano-banana",
+  "nano-banana-pro"
+]

changedInput schema / properties / resolution / description

Previous value: -"Maximum resolution (longest edge) for the output image.\n\n**Options:**\n- `640px` — up to 640px\n- `1k` — up to 1024px\n- `2k` — up to 2048px\n- `4k` — up to 4096px\n- `auto` — **Deprecated.** Mapped server-side from your subscription tier to the best matching resolution the model supports\n\n**Per-model support:**\n- `flux-2-klein` - 640px, 1k, 2k\n- `gpt-image-2` - 640px, 1k, 2k, 4k\n- `nano-banana` - 640px, 1k\n- `nano-banana-2` - 640px, 1k, 2k, 4k\n- `nano-banana-2-lite` - 640px, 1k\n- `nano-banana-pro` - 1k, 2k, 4k\n- `qwen-edit` - 640px, 1k, 2k\n- `seedream-v4` - 640px, 1k, 2k, 4k\n- `seedream-v4.5` - 640px, 1k, 2k, 4k\n- `seedream-v5-pro` - 640px, 1k, 2k\n\nNote: Resolution availability depends on the model and your subscription tier."New value: +"Maximum resolution (longest edge) for the output image.\n\n**Options:**\n- `640px` — up to 640px\n- `1k` — up to 1024px\n- `2k` — up to 2048px\n- `4k` — up to 4096px\n- `auto` — **Deprecated.** Mapped server-side from your subscription tier to the best matching resolution the model supports\n\n**Per-model support:**\n- `flux-2-klein` - 640px, 1k, 2k\n- `gpt-image-2` - 640px, 1k, 2k, 4k\n- `gpt-image-2.5-flare` - 640px, 1k, 2k, 4k\n- `nano-banana` - 640px, 1k\n- `nano-banana-2` - 640px, 1k, 2k, 4k\n- `nano-banana-2-lite` - 640px, 1k\n- `nano-banana-pro` - 1k, 2k, 4k\n- `qwen-edit` - 640px, 1k, 2k\n- `seedream-v4` - 640px, 1k, 2k, 4k\n- `seedream-v4.5` - 640px, 1k, 2k, 4k\n- `seedream-v5-pro` - 640px, 1k, 2k\n\nNote: Resolution availability depends on the model and your subscription tier."

Changed1 schema field changedSep 11, 2026

addedInput schema / properties / context

Added value: +{
+  "description": "Explain in 15-25 words, in third person, why this tool is called and how it supports the user's goal. For analytics only. You MUST describe only the abstract purpose of the tool call. NEVER include, repeat, paraphrase, or infer personal, sensitive, or identifying information from the user request or tool results, including names, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities into roles such as \"a user\", \"the customer\", or \"an account\". Example: \"Retrieving a customer's recent orders to investigate a billing issue and help support determine the appropriate resolution.\"",
+  "type": "string"
+}

First observedSep 1, 2026

TDQS

A4.7/5.0

Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Beyond annotations, the description discloses that this starts an async image job, returns `id` and `credits_charged`, and must be polled or waited on until `complete`, `error`, or `canceled`. It also describes signed URL handling, download fields, upload-path expectations, hotlink risks, and model tier eligibility, which are meaningful behavioral details not captured by the annotations alone.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is front-loaded with useful guidance, but it is somewhat repetitive: the prompt-only generator alternative and the image-to-video preparation note are stated in both the bullets and the following paragraph. For a complex async tool some length is justified, but the duplication prevents a higher score.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the async workflow, nested assets/style objects, many model choices, tier restrictions, and output schema availability, the description is highly complete. It covers alternatives, input path expectations, async lifecycle, polling/wait helpers, and URL handling, so an agent has enough context to call and follow up correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is high at 86%, so the schema already carries most parameter meaning. The description still adds real semantic value by explaining `assets.image_file_paths` as source-image requirements, clarifying file path versus upload URL usage, warning about hotlinks, and flagging that the default model is not universally available on Free.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb and resource: edit supplied images using `assets.image_file_paths` and `style.prompt`. It explicitly distinguishes the tool from `ai_image_generator_create_image` for prompt-only creation, so an agent can tell the core purpose apart from the main sibling alternative.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It gives explicit when-to-use guidance: one or more source images are required, and prompt-only creation should use `ai_image_generator_create_image` instead. It also clarifies that editing is not mandatory before image-to-video when the source already meets the brief, which is a useful usage boundary.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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