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Image Editing
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Image-to-Video
Image Editing
Composite performance across 1 benchmarks · Normalized 0–100 · At least 1 scores required · Ranked by average performance · Top 50 of 69 eligible models
| # | Model | Provider | AA Img Edit | Avg | Coverage | Price | Value |
|---|---|---|---|---|---|---|---|
| 1 | GPT Image 2.5 Sunburst (max) | OpenAI | 1,199 |
|
1/1 | $0.21/image | 474.6 |
| 2 | GPT Image 2.5 Flare (max) | OpenAI | 1,178 |
|
1/1 | $0.21/image | 457.5 |
| 3 | MAI-Image-2.6 | Microsoft | 1,151 |
|
1/1 | — | — |
| 4 | Google: Nano Banana 2.1 | 1,150 |
|
1/1 | — | — | |
| 5 | MAI-Image-2.6-Flash | Microsoft | 1,142 |
|
1/1 | — | — |
| 6 | GPT Image 2 (high) | OpenAI | 1,133 |
|
1/1 | $0.21/image | 421.5 |
| 7 | Muse Image | Meta | 1,126 |
|
1/1 | $0.010/image | 8760.0 |
| 8 | Seedream 5.0 Pro | ByteDance Seed | 1,126 |
|
1/1 | $0.045/image | 1946.7 |
| 9 | MAI-Image-2.5 | Microsoft | 1,125 |
|
1/1 | — | — |
| 10 | Google: Nano Banana 2 (Gemini 3.1 Flash Image) | 1,121 |
|
1/1 | $0.067/image | 1291.7 | |
| 11 | MAI-Image-2.5-Pro | Microsoft | 1,117 |
|
1/1 | — | — |
| 12 | GPT Image 1.5 (high) | OpenAI | 1,116 |
|
1/1 | $0.13/image | 646.6 |
| 13 | Grok Imagine Image 2.0 | SpaceXAI | 1,112 |
|
1/1 | $0.040/image | 2132.5 |
| 14 | Google: Nano Banana Pro (Gemini 3 Pro Image) | 1,109 |
|
1/1 | $0.13/image | 631.0 | |
| 15 | MAI-Image-2.5-Flash | Microsoft | 1,095 |
|
1/1 | — | — |
| 16 | Grok Imagine Image Quality | SpaceXAI | 1,091 |
|
1/1 | $0.050/image | 1634.0 |
| 17 | HunyuanImage 3.5 (Preview) | Tencent | 1,088 |
|
1/1 | — | — |
| 18 | Qwen-Image-3.0-Pro | Alibaba | 1,087 |
|
1/1 | $0.040/image | 2025.0 |
| 19 | Qwen-Image-2.1 | Alibaba | 1,080 |
|
1/1 | — | — |
| 20 | Luma UNI 1 Max | Luma Labs | 1,076 |
|
1/1 | — | — |
| 21 | Grok Imagine Image | SpaceXAI | 1,071 |
|
1/1 | $0.020/image | 3915.0 |
| 22 | Ideogram 4.5 (High) | Ideogram | 1,065 |
|
1/1 | — | — |
| 23 | Qwen-Image-3.0 | Alibaba | 1,064 |
|
1/1 | $0.030/image | 2573.3 |
| 24 | HunyuanImage 3.0 Instruct | Tencent | 1,063 |
|
1/1 | — | — |
| 25 | Seedream 5.0 Lite | ByteDance Seed | 1,061 |
|
1/1 | $0.035/image | 2188.6 |
| 26 | Qwen Image 2.0 Pro (2026-04-22) | Alibaba | 1,057 |
|
1/1 | $0.075/image | 1013.3 |
| 27 | Google: Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image) | 1,050 |
|
1/1 | $0.034/image | 2226.2 | |
| 28 | DreamImage 2.0 | Newport AI | 1,047 |
|
1/1 | $0.045/image | 1651.1 |
| 29 | Wan 2.6 Image | Alibaba | 1,046 |
|
1/1 | $0.030/image | 2470.0 |
| 30 | Wan 2.7 Pro | Alibaba | 1,045 |
|
1/1 | $0.075/image | 985.3 |
| 31 | Luma UNI 1 | Luma Labs | 1,043 |
|
1/1 | — | — |
| 32 | Seedream 4.5 | ByteDance Seed | 1,041 |
|
1/1 | $0.040/image | 1832.5 |
| 33 | Wan 2.7 | Alibaba | 1,038 |
|
1/1 | $0.030/image | 2426.7 |
| 34 | HunyuanImage 3.0 (Tencent Cloud) | Tencent | 1,023 |
|
1/1 | — | — |
| 35 | FLUX.2 [dev] Flash | Fal | 1,021 |
|
1/1 | — | — |
| 36 | FLUX.2 [dev] Turbo | Fal | 1,012 |
|
1/1 | — | — |
| 37 | FLUX.2 [klein] 9B | Black Forest Labs | 1,011 |
|
1/1 | $0.015/image | 4546.7 |
| 38 | FLUX.2 [pro] | Black Forest Labs | 1,009 |
|
1/1 | $0.030/image | 2263.3 |
| 39 | FLUX.2 [flex] | Black Forest Labs | 1,009 |
|
1/1 | $0.050/image | 1358.0 |
| 40 | Step Image Edit 2 | Stepfun | 1,005 |
|
1/1 | $0.003/image | 22400.0 |
| 41 | FLUX.2 [dev] | Black Forest Labs | 1,000 |
|
1/1 | — | — |
| 42 | FLUX.2 [max] | Black Forest Labs | 995 |
|
1/1 | $0.070/image | 935.7 |
| 43 | Qwen Image Edit Plus 2511 | Alibaba | 991 |
|
1/1 | $0.030/image | 2160.0 |
| 44 | GPT Image 1 (high) | OpenAI | 991 |
|
1/1 | $0.17/image | 388.0 |
| 45 | Qwen Image Edit Max 2601 | Alibaba | 985 |
|
1/1 | $0.075/image | 850.7 |
| 46 | Google: Nano Banana (Gemini 2.5 Flash Image)Retiring | 984 |
|
1/1 | $0.039/image | 1643.4 | |
| 47 | Reve V1 (December) | Reve | 982 |
|
1/1 | — | — |
| 48 | P-Image-Edit | Pruna AI | 981 |
|
1/1 | $0.010/image | 6310.0 |
| 49 | Qwen Image 2.0 (2026-03-03) | Alibaba | 971 |
|
1/1 | $0.035/image | 1754.3 |
| 50 | Qwen Image Edit Plus 2509 | Alibaba | 969 |
|
1/1 | — | — |
GPT Image 2.5 Sunburst (max) leads on raw performance, but Step Image Edit 2 delivers 4620% more performance per dollar. That extra 32.8 points costs $0.006/image per point.
Access this data
JSON
GET /api/v1
[
{
"rank": 1,
"model": "GPT Image 2.5 Sunburst (max)",
"provider": "OpenAI",
"avg_score": 100.0,
"cost": 0.2107,
"cost_unit": "image",
"value": 474.6
},
{
"rank": 2,
"model": "GPT Image 2.5 Flare (max)",
"provider": "OpenAI",
"avg_score": 96.4,
"cost": 0.2107,
"cost_unit": "image",
"value": 457.5
},
{
"rank": 3,
"model": "MAI-Image-2.6",
"provider": "Microsoft",
"avg_score": 91.9,
"cost": null,
"cost_unit": "image",
"value": null
}
]
Curl
$ curl -s https://rightrank.ai/api/v1/rankings/image-editing.json | jq '.[:3]'
CLI
brew install rightrank
$ rightrank top image-editing --limit 5 $ rightrank compare claude-opus-4.6 gpt-5.4-pro --category image-editing $ rightrank value image-editing # best performance per dollar
Claude Code Skill
Skill
# In Claude Code, use the RightRank skill: /rightrank best model for image-editing /rightrank compare top 5 by value /rightrank cheapest model scoring above 80 on image-editing