Best Image Editing Models
Find image-editing models for product variations, background changes and visual revisions while comparing reference requirements.
Models to evaluate
8 model familiesByteDance
Seedream 5.0 Pro
Seedream 5.0 Pro image editing takes one to ten reference images plus an instruction and returns one image. Revise a single photo or assemble subject, wardrobe and set into one frame, in fifteen aspect ratios at 1K, 1.5K or 2K. Uncensored.
Image editing
ByteDance official price: $0.045From $0.036per imageAlibaba
Qwen Image 2.1
Qwen Image 2.1 image editing revises one to ten reference images from a written instruction and returns one frame at 1k, 1.5k or 2k. It also does local edits with a black-and-white mask, where white is repainted.
Image editing
From $0.036per imageBlack Forest Labs
FLUX 3 Klein
FLUX 3 Klein image editing changes one to ten reference images on Black Forest Labs' step-distilled FLUX 3 Klein. Name each source in the prompt, keep what matters and change the rest, with no content filter.
Image editing
From $0.019per imageKrea
Krea 3
Edit or combine one to eight images with Krea 3 from a plain-language instruction. Name sources as image 1, image 2; pick the output ratio.
Image editing
$0.072per imageAlibaba
Wan 2.7 Pro
Wan 2.7 Pro image-to-image edits or composites one to nine reference images under a single instruction, at a 2k canvas of about 4 megapixels. It is built to hold compound, multi-part edit prompts, and this endpoint is uncensored.
Image editing
$0.075per imageMiniMax
MiniMax H3 Image LoRA
MiniMax H3 Image LoRA image editing takes one to nine reference images, a description of the change and up to three of your own LoRAs. Identity carries over into a new scene, outfit, pose or style at about 1 or 4 megapixels.
Image editing
From $0.054per imageAlibaba
Z-Image Turbo LoRA
Z-Image Turbo LoRA image-to-image restyles one source image with up to three of your own LoRAs. A strength from 0 to 1 (default 0.8) sets how far it moves from the source, and the output keeps the source's aspect ratio.
Image editing
$0.012per imageNano Banana 2.1
Nano Banana 2.1 image editing takes one to fourteen source images and a description of the change, at 1k, 2k or 4k. It keeps faces and product details across edits and can print new text into the picture.
Image editing
Google official price: $0.034From $0.022per imageWith Official fallback: up to $0.048Choose an image model for the edit you need
An edit succeeds when the requested change happens and the parts you need remain consistent. Prepare a source image you can use, describe what should change and what should stay, then compare the full frame. Check the selected model's controls before assuming it supports masks or multiple references.
- Product variations
- Use the same product photo and change one attribute at a time. Check for unintended changes to logos, outlines and lettering.
- Background revisions
- Specify the new background and the subject that must stay. Inspect edges, contact shadows and reflections.
- Creative corrections
- Split corrections into observable changes. If a fixed region is essential, first verify that the mode accepts a mask.
Compare models
Compare the same configuration and billing unit. Review the current quote before running a task.
- Seedream 5.0 Pro
bytedance/seedream-5.0-pro/edit
- Price
- ByteDance official price: $0.045From $0.036 / image20% below the publisher's list priceVaries with the selected settings
- Best for
- Image editing
- Content limits
- Uncensored — This model declares no content filter. SpicyAPI forwards the request without adding a platform content scan; legal and consent duties remain with the customer.
- Qwen Image 2.1
alibaba/qwen-image-2.1/edit
- Price
- From $0.036 / imageVaries with the selected settings
- Best for
- Image editing
- Content limits
- Uncensored — This model declares no content filter. SpicyAPI forwards the request without adding a platform content scan; legal and consent duties remain with the customer.
- FLUX 3 Klein
black-forest-labs/flux-3-klein/edit
- Price
- From $0.019 / imageVaries with the selected settings
- Best for
- Image editing
- Content limits
- Uncensored — This model declares no content filter. SpicyAPI forwards the request without adding a platform content scan; legal and consent duties remain with the customer.
- Krea 3
krea/3/edit
- Price
- $0.072 / image
- Best for
- Image editing
- Content limits
- Filtered — This model refuses requests beyond its own limits outright. Measured, not assumed — models we have not measured carry no label at all.
- Wan 2.7 Pro
alibaba/wan-2.7-pro/edit
- Price
- $0.075 / image
- Best for
- Image editing
- Content limits
- Uncensored — This model declares no content filter. SpicyAPI forwards the request without adding a platform content scan; legal and consent duties remain with the customer.
- MiniMax H3 Image LoRA
minimax/h3-image-lora/edit
- Price
- From $0.054 / imageVaries with the selected settings
- Best for
- Image editing
- Content limits
- Uncensored — This model declares no content filter. SpicyAPI forwards the request without adding a platform content scan; legal and consent duties remain with the customer.
- Z-Image Turbo LoRA
alibaba/z-image-turbo-lora/edit
- Price
- $0.012 / image
- Best for
- Image editing
- Content limits
- Uncensored — This model declares no content filter. SpicyAPI forwards the request without adding a platform content scan; legal and consent duties remain with the customer.
- Nano Banana 2.1
google/nano-banana-2.1/edit
- Price
- Google official price: $0.034From $0.022 / imageWith Official fallback: up to $0.04835% below the publisher's list priceVaries with the selected settings
- Best for
- Image editing
- Content limits
- Filtered — This model refuses requests beyond its own limits outright. Measured, not assumed — models we have not measured carry no label at all.
| Model | Best for | Content limits | View details | |
|---|---|---|---|---|
| Seedream 5.0 Probytedance/seedream-5.0-pro/edit | Image editing | Uncensored — This model declares no content filter. SpicyAPI forwards the request without adding a platform content scan; legal and consent duties remain with the customer. | ByteDance official price: $0.045From $0.036 / image20% below the publisher's list price | |
| Qwen Image 2.1alibaba/qwen-image-2.1/edit | Image editing | Uncensored — This model declares no content filter. SpicyAPI forwards the request without adding a platform content scan; legal and consent duties remain with the customer. | From $0.036 / image | |
| FLUX 3 Kleinblack-forest-labs/flux-3-klein/edit | Image editing | Uncensored — This model declares no content filter. SpicyAPI forwards the request without adding a platform content scan; legal and consent duties remain with the customer. | From $0.019 / image | |
| Krea 3krea/3/edit | Image editing | Filtered — This model refuses requests beyond its own limits outright. Measured, not assumed — models we have not measured carry no label at all. | $0.072 / image | |
| Wan 2.7 Proalibaba/wan-2.7-pro/edit | Image editing | Uncensored — This model declares no content filter. SpicyAPI forwards the request without adding a platform content scan; legal and consent duties remain with the customer. | $0.075 / image | |
| MiniMax H3 Image LoRAminimax/h3-image-lora/edit | Image editing | Uncensored — This model declares no content filter. SpicyAPI forwards the request without adding a platform content scan; legal and consent duties remain with the customer. | From $0.054 / image | |
| Z-Image Turbo LoRAalibaba/z-image-turbo-lora/edit | Image editing | Uncensored — This model declares no content filter. SpicyAPI forwards the request without adding a platform content scan; legal and consent duties remain with the customer. | $0.012 / image | |
| Nano Banana 2.1google/nano-banana-2.1/edit | Image editing | Filtered — This model refuses requests beyond its own limits outright. Measured, not assumed — models we have not measured carry no label at all. | Google official price: $0.034From $0.022 / imageWith Official fallback: up to $0.04835% below the publisher's list price |
- Uncensored
- Runs with no content filter added on our side.
- Filtered
- Requests beyond the model's own limits are refused outright.
Validate your shortlist
A sample test brief
Replace a mug photo's background with a pale worktop while preserving its lettering and handle. Compare both the changed and untouched areas.
- Check supported reference formats, dimensions and counts on the selected model page.
- Compare unchanged areas as carefully as the requested edit; identity and layout may drift.
- Use material you have permission to submit and check model-specific usage terms.
Frequently asked questions
Find the model for your next project
Open the matching generation task, choose your settings and check the price before making your first result.
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