# design-imageediting benchmark

| \# | model | design-imageediting | $/task | card | cheapest list | cheapest effective | unit | providers | tokens/week |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| 1 | `sourceful/riverflow-v2.5-pro` | 1290.0 |  |  |  |  | $0.13/image Image Output sourceful | 1 | 1160700 |
| 2 | `microsoft/mai-image-2.6-flash` | 1238.0 |  |  | 1.75 azure | 2.2259 azure |  | 1 | 1216175 |
| 3 | `google/gemini-3-pro-image-preview` | 1230.0 |  |  | 1.0 google-ai-studio/global/flex | 0.9984 google-ai-studio/global/flex |  | 1 | 35805308 |
| 4 | `microsoft/mai-image-2.6` | 1225.0 |  |  | 5.0 azure | 7.4577 azure |  | 1 | 1839370 |
| 5 | `microsoft/mai-image-2.5` | 1205.0 |  |  | 5.0 azure | 6.5444 azure |  | 1 | 8710264 |
| 6 | `black-forest-labs/flux.2-pro` | 1114.0 |  |  |  |  | $0.03/megapixel Image Output black-forest-labs | 1 | 11348253 |
| 7 | `openai/gpt-image-1` | 1085.0 |  | 10.0 | 10.0 openai |  |  | 1 | 3 |
| 8 | `black-forest-labs/flux.2-klein-4b` | 1034.0 |  |  |  |  | $0.014/megapixel Image Output black-forest-labs | 1 | 12887793 |