OPen source image to IMAGE EDITING ai models tested and analysed

OPen source image to IMAGE EDITING ai models tested and analysed

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Flux Kontext Image Editing

Flux 1 Kontext Image Editing AI, developed by Black Forest Labs and launched in May 2025, is an innovative 12B rectified-flow transformer model optimized for iterative, in-context image editing. It uses dual CLIP encoders to understand both visual and textual intent, and excels at consistent edits across scenes or styles. Designed for ComfyUI workflows, it’s highly efficient in multi-step processes and is favored for its strong compositional reasoning, character preservation, and cinematic realism — especially in storytelling or sequential edit scenarios.

Before Edit Image of a hot busty woman — AI Image to test Flux Kontext Image Editing AI

—>

After Edit Image of a hot busty woman — AI Image to test Flux Kontext Image Editing AI

CHANGE PROMPT TO CHECK DIFFERENT RESULTS

"Write "Busted!" on the green top of woman. realistic"

Show Observations

Below are the discovered pros and cons for

Flux Kontext Image Editing

image generator ai after using and testing it for the given prompts.

Above are the results of Flux Kontext Image Editing AI Model. Check the result of Flux Kontext Image Editing for different prompts for different use cases. You can also compare the results with other Image Generation AI models. Or check the benchmark score of all Image Generation AI Models.

You can also access the comfyUI workflow use in creating the restults of Flux SRPO and generate the AI images yourself on your system.

QWEN Image Editing

Qwen-Image-Edit AI is an open-source image editing model released by Alibaba’s Qwen team in August 2025. Based on their advanced MMDiT-20B architecture, it’s designed for precise instruction-based edits using both image and text prompts. It enables high-quality modifications like object additions, viewpoint changes, and style alterations while preserving local details and realism. The model supports bilingual input (English and Chinese), and is particularly strong in producing uncensored, highly accurate visual edits from simple prompts.

Before Edit Image of a hot busty woman — AI Image to test Qwen Image Editing AI

—>

After Edit Image of a hot busty woman — AI Image to test Qwen Image Editing AI

CHANGE PROMPT TO CHECK DIFFERENT RESULTS

"Write "Busted!" on the green top of woman. realistic"

Show Observations

Below are the discovered pros and cons for

QWEN Image Editing

image generator ai after using and testing it for the given prompts.

Above are the results of QWEN Image Editing AI Model. Check the result of QWEN Image Editing for different prompts for different use cases. You can also compare the results with other Image Generation AI models. Or check the benchmark score of all Image Generation AI Models.

You can also access the comfyUI workflow use in creating the restults of Flux SRPO and generate the AI images yourself on your system.

Flux Kontext Image Editing

Flux 1 Kontext Image Editing AI, developed by Black Forest Labs and launched in May 2025, is an innovative 12B rectified-flow transformer model optimized for iterative, in-context image editing. It uses dual CLIP encoders to understand both visual and textual intent, and excels at consistent edits across scenes or styles. Designed for ComfyUI workflows, it’s highly efficient in multi-step processes and is favored for its strong compositional reasoning, character preservation, and cinematic realism — especially in storytelling or sequential edit scenarios.

Before Edit Image of a hot busty woman — AI Image to test Flux Kontext Image Editing AI

—>

After Edit Image of a hot busty woman — AI Image to test Flux Kontext Image Editing AI

CHANGE PROMPT TO CHECK DIFFERENT RESULTS

"Write "Busted!" on the green top of woman. realistic"

Show Observations

Above are the results of Flux Kontext Image Editing AI Model. Check the result of Flux Kontext Image Editing for different prompts for different use cases. You can also compare the results with other Image Generation AI models. Or check the benchmark score of all Image Generation AI Models.

You can also access the comfyUI workflow use in creating the restults of Flux SRPO and generate the AI images yourself on your system.

QWEN Image Editing

Qwen-Image-Edit AI is an open-source image editing model released by Alibaba’s Qwen team in August 2025. Based on their advanced MMDiT-20B architecture, it’s designed for precise instruction-based edits using both image and text prompts. It enables high-quality modifications like object additions, viewpoint changes, and style alterations while preserving local details and realism. The model supports bilingual input (English and Chinese), and is particularly strong in producing uncensored, highly accurate visual edits from simple prompts.

Before Edit Image of a hot busty woman — AI Image to test Qwen Image Editing AI

—>

After Edit Image of a hot busty woman — AI Image to test Qwen Image Editing AI

CHANGE PROMPT TO CHECK DIFFERENT RESULTS

"Write "Busted!" on the green top of woman. realistic"

Show Observations

Above are the results of QWEN Image Editing AI Model. Check the result of QWEN Image Editing for different prompts for different use cases. You can also compare the results with other Image Generation AI models. Or check the benchmark score of all Image Generation AI Models.

You can also access the comfyUI workflow use in creating the restults of Flux SRPO and generate the AI images yourself on your system.

Flux Kontext Image Editing

Flux 1 Kontext Image Editing AI, developed by Black Forest Labs and launched in May 2025, is an innovative 12B rectified-flow transformer model optimized for iterative, in-context image editing. It uses dual CLIP encoders to understand both visual and textual intent, and excels at consistent edits across scenes or styles. Designed for ComfyUI workflows, it’s highly efficient in multi-step processes and is favored for its strong compositional reasoning, character preservation, and cinematic realism — especially in storytelling or sequential edit scenarios.

Before Edit Image of a hot busty woman — AI Image to test Flux Kontext Image Editing AI

—>

After Edit Image of a hot busty woman — AI Image to test Flux Kontext Image Editing AI

CHANGE PROMPT TO CHECK DIFFERENT RESULTS

"Write "Busted!" on the green top of woman. realistic"

Show Observations

Above are the results of Flux Kontext Image Editing AI Model. Check the result of Flux Kontext Image Editing for different prompts for different use cases. You can also compare the results with other Image Generation AI models. Or check the benchmark score of all Image Generation AI Models.

You can also access the comfyUI workflow use in creating the restults of Flux SRPO and generate the AI images yourself on your system.

QWEN Image Editing

Qwen-Image-Edit AI is an open-source image editing model released by Alibaba’s Qwen team in August 2025. Based on their advanced MMDiT-20B architecture, it’s designed for precise instruction-based edits using both image and text prompts. It enables high-quality modifications like object additions, viewpoint changes, and style alterations while preserving local details and realism. The model supports bilingual input (English and Chinese), and is particularly strong in producing uncensored, highly accurate visual edits from simple prompts.

Before Edit Image of a hot busty woman — AI Image to test Qwen Image Editing AI

—>

After Edit Image of a hot busty woman — AI Image to test Qwen Image Editing AI

CHANGE PROMPT TO CHECK DIFFERENT RESULTS

"Write "Busted!" on the green top of woman. realistic"

Show Observations

Above are the results of QWEN Image Editing AI Model. Check the result of QWEN Image Editing for different prompts for different use cases. You can also compare the results with other Image Generation AI models. Or check the benchmark score of all Image Generation AI Models.

You can also access the comfyUI workflow use in creating the restults of Flux SRPO and generate the AI images yourself on your system.

benchmark scores of open source Image Editing ai models

To check the methodology behind testing of AI models, click here

AI Model
Edit Intent Adherence
Image Consistency
Position/Scale Consistency
Color & Tone Preservation
Edge/Mask Quality
Text Fidelity
Result Quality
QWEN Image Editing
★★★★☆
★★★★☆
★★★★☆
★★★★☆
★★★½☆
★★★★☆
★★★★☆
FlexContext Image Editing
★★★★☆
★★★★☆
★★★★☆
★★★★☆
★★★★☆
★★★½☆
★★★½☆
AI Model
Edit Intent Adherence
Image Consistency
Position/Scale Consistency
Color & Tone Preservation
Edge/Mask Quality
Text Fidelity
Result Quality
QWEN Image Editing
★★★★☆
★★★★☆
★★★★☆
★★★★☆
★★★½☆
★★★★☆
★★★★☆
FlexContext Image Editing
★★★★☆
★★★★☆
★★★★☆
★★★★☆
★★★★☆
★★★½☆
★★★½☆
AI Model
Edit Intent Adherence
Image Consistency
Position/Scale Consistency
Color & Tone Preservation
Edge/Mask Quality
Text Fidelity
Result Quality
QWEN Image Editing
★★★★☆
★★★★☆
★★★★☆
★★★★☆
★★★½☆
★★★★☆
★★★★☆
FlexContext Image Editing
★★★★☆
★★★★☆
★★★★☆
★★★★☆
★★★★☆
★★★½☆
★★★½☆