AA-Image-Editing v2.1 (Open Weights)Artificial Analysis

Ranks image models on editing an image from a text instruction, by Elo from pairwise human preference votes.

Range
Model
Elo
Samples
Released
API Pricing 1
11-2
Bria logo
Fibo 2.0Hugging Face
1088±1495% interval 1074 to 1102
5,009Oct 2026$32.0 /1k imgs
21-3
Alibaba logo
Qwen-Image-2.1Hugging Face
1081±1395% interval 1068 to 1094
6,409Sep 2026No API available
32-4
Black Forest Labs logo
FLUX 3 Image KleinHugging Face
1072±1495% interval 1058 to 1086
4,904Oct 2026$9.0 /1k imgs
43-4
Tencent logo
HunyuanImage 3.0 InstructHugging Face
1063±1395% interval 1050 to 1076
6,123Jan 2026No API available
55-7
Fal logo
FLUX.2 [dev] TurboHugging Face
1019±1895% interval 1001 to 1037
2,545Dec 2025$8.0 /1k imgs
65-7
Black Forest Labs logo
FLUX.2 [klein] 9BHugging Face
1015±1395% interval 1002 to 1028
7,176Jan 2026$17.0 /1k imgs
75-8
Fal logo
FLUX.2 [dev] FlashHugging Face
1012±1895% interval 994 to 1030
2,593Dec 2025$5.0 /1k imgs
88
Black Forest Labs logo
FLUX.2 [dev]Hugging Face
1000AnchorFixed at 1000 as the reference point for this board's Elo scale.
9,012Nov 2025$24.0 /1k imgs
98-9
Alibaba logo
Qwen Image Edit Plus 2511Hugging Face
991±1895% interval 973 to 1009
2,724Nov 2025$60.0 /1k imgs
1010-11
Alibaba logo
Qwen Image Edit Plus 2509Hugging Face
965±1895% interval 947 to 983
2,587Sep 2025$30.0 /1k imgs
1110-11
HiDream logo
HiDream-O1-ImageHugging Face
954±1495% interval 940 to 968
5,193May 2026$10.0 /1k imgs
1211-12
Black Forest Labs logo
FLUX.2 [klein] 4BHugging Face
938±1795% interval 921 to 955
3,635Jan 2026$15.0 /1k imgs
1313-14
Bria logo
FIBO EditHugging Face
915±1995% interval 896 to 934
2,591Jan 2026$40.0 /1k imgs
1413-17
Meituan logo
LongCat ImageHugging Face
897±2095% interval 877 to 917
2,472Dec 2025$130.0 /1k imgs
1514-17
Alibaba logo
Qwen Image EditHugging Face
889±2095% interval 869 to 909
2,589Aug 2025$30.0 /1k imgs
1614-17
Black Forest Labs logo
FLUX.1 Kontext [dev]Hugging Face
883±2195% interval 862 to 904
2,356Jun 2025$25.0 /1k imgs
1715-17
HiDream logo
HiDream-O1-Image-DevHugging Face
880±1595% interval 865 to 895
5,177May 2026$5.0 /1k imgs
1818
Z AI logo
GLM-ImageHugging Face
824±2295% interval 802 to 846
2,532Jan 2026$50.0 /1k imgs
1919-21
Bytedance logo
BagelHugging Face
792±2595% interval 767 to 817
2,367May 2025$100.0 /1k imgs
2019-21
VectorSpaceLab logo
OmniGen V2Hugging Face
785±2395% interval 762 to 808
2,603Jun 2025$150.0 /1k imgs
2119-21
HiDream logo
HiDream-E1.1Hugging Face
768±2695% interval 742 to 794
2,271Jul 2025$60.0 /1k imgs
2222
StepFun logo
Step1X-EditHugging Face
601±3995% interval 562 to 640
2,466Apr 2025$30.0 /1k imgs

1 API Pricing reflects the cost to generate 1,000 images on the model creator's API at 1024x1024 with the model's default settings