{"slug":"qwen-image-edit","name":"Qwen-Image-Edit","domain":"qwen.ai","verdict":"As of 2026-07-13, ChatGPT, Claude, Gemini, Grok collectively rank Qwen-Image-Edit #12 of 13 for ai image editing api. Source: https://modelsagree.com/product/qwen-image-edit (modelsagree.com, CC BY 4.0).","best_rank":12,"categories":1,"entries":[{"slug":"best-ai-image-editing-api","title":"Best AI image editing API","rank":12,"of":13,"score":2,"appearances":1,"modelRanks":{"Claude":4},"reason":"The best open-source editing model (Apache 2.0), with strong semantic and appearance editing, standout bilingual text editing, and multi-image composition in the 2509+ releases — zero per-image cost and full data privacy for teams that self-host or run it via Replicate/fal.ai; assumes the practitioner values control/cost over turnkey hosting","reasons":[{"model":"Claude","reason":"The best open-source editing model (Apache 2.0), with strong semantic and appearance editing, standout bilingual text editing, and multi-image composition in the 2509+ releases — zero per-image cost and full data privacy for teams that self-host or run it via Replicate/fal.ai; assumes the practitioner values control/cost over turnkey hosting"}],"fixes":[{"model":"Claude","fix":"It's a ~20B-parameter model needing serious GPU infrastructure and MLOps effort to serve at scale, so teams without infra should use it through a hosted inference platform or pick a commercial API"}],"updated":"2026-07-13","api":"https://modelsagree.com/api/v1/best/best-ai-image-editing-api.json"}],"page":"https://modelsagree.com/product/qwen-image-edit","check":"https://modelsagree.com/check?q=Qwen-Image-Edit","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}