Unfragile

The request names qwen-image-edit-2511, which is an image-editing model that Replicate hosts as an action: qwen/qwen-image-edit-2511, described as an enhanced version over Qwen-Image-Edit-2509 with better consistency 15. The other listed products do not show that they run this model, so they are offered only as general alternatives or are left out.

1
Replicatereplicate.comverified and signed
Hosts the qwen/qwen-image-edit-2511 action, an enhanced version over Qwen-Image-Edit-2509 with notably better consistency, for editing images with this model 15.
Website Docs Pricing Get started
for agents: qwen/qwen-image-edit-2511
2
Modalmodal.comverified and signed
Cloud infrastructure for teams that develop, train, and serve AI applications, including OpenAI-compatible inference endpoints and fine-tuning that could host an image-editing model 48.
Website Docs Pricing Get started
+20 community tools built for it
for agents: infrastructure · serverless · cloud

Sources

1Fine-tune an image model - Replicatereplicate.com · read 2026-10-29
4Modal: The platform for production AImodal.com · read 2026-10-29
5qwen/qwen-image-edit-2511: declares "qwen/qwen-image-edit-2511" (the record we read and signed)unfragile.ai · read 2026-10-24
8modal: declares "infrastructure" (the record we read and signed)unfragile.ai · read 2026-10-24

For agents: the 10 actions behind this answer

qwen/qwen-image-edit-2511 · qwen/qwen-image-edit-2511 verified and signed
An enhanced version over Qwen-Image-Edit-2509, featuring multiple improvements including notably better consistency
qwen/qwen-image-edit-plus-lora · qwen/qwen-image-edit-plus-lora verified and signed
Qwen Image Edit 2509 LoRA explorer, uses HuggingFace URLs to load any safetensor
qwen/qwen-edit-multiangle · qwen/qwen-edit-multiangle verified and signed
Camera-aware edits for Qwen/Qwen-Image-Edit-2509 with Lightning + multi-angle LoRA
qwen/qwen-image-edit · qwen/qwen-image-edit verified and signed
Edit images using a prompt. This model extends Qwen-Image’s unique text rendering capabilities to image editing tasks, enabling precise text editing
usamaehsan/qwen-image-edit-fastest-2 · usamaehsan/qwen-image-edit-fastest-2 verified and signed
400+ images in 1$ 1024 resolution// 2s /img on L40S GPU, check description and examples
qwen-edit-apps/qwen-image-edit-plus-lora-fusion · qwen-edit-apps/qwen-image-edit-plus-lora-fusion verified and signed
Fusion – Product/object blending that fixes perspective and lighting so the subject melts into a new background via the Fusion LoRA.
qwen/qwen-image-2512 · qwen/qwen-image-2512 verified and signed
Qwen Image 2512 is an improved version of Qwen Image with more realistic human generation, finer textures, and stronger text rendering
prunaai/qwen-image-fast · prunaai/qwen-image-fast verified and signed
Qwen-Image optimized by Pruna AI. Generates high fidelity 1.5MP images in 1s.
espressotechie/qwen-imgedit-4bit · espressotechie/qwen-imgedit-4bit verified and signed
Qwen image edit fast
qwen-edit-apps/qwen-image-edit-plus-lora-skin · qwen-edit-apps/qwen-image-edit-plus-lora-skin verified and signed
Skin – Natural beauty retouch that enhances pores and tonal variation (no plastic skin) via the Skin LoRA.

Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.