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Flux-2-pro_t2i_human_preference

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0
1
[{"votedFor": "lumina-17-2-25_155_0.jpg", "userDetails": {"country": "EG", "language": "en", "userScores": {"global": 0.6712}, "age": "18-29", "gender": "Female", "occupation": "Technology"}}, {"votedFor": "lumina-17-2-25_155_0.jpg", "userDetails": {"country": "MA", "language": "en", "userScores": {"global": 0.6844}, "...
1
0
[{"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "PK", "language": "en", "userScores": {"global": 0.7564}, "age": "18-29", "gender": "Male", "occupation": "Unemployed"}}, {"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "BR", "language": "pt", "userScores": {"global": 0....
A baseball player in a blue and white uniform is next to a player in black and white .
flux-2-pro-25-11-25
lumina-17-2-25
0.6765
0.3235
[{"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "LY", "language": "ar", "userScores": {"global": 0.3521}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "lumina-17-2-25_155_1.jpg", "userDetails": {"country": "IN", "language": "en", "userScores": {"global": 0.529...
0.5042
0.4958
[{"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "IE", "language": "en", "userScores": {"global": 0.3393}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "lumina-17-2-25_155_1.jpg", "userDetails": {"country": "BO", "language": "es", "userScores": {"global": 0.717...
0.7569
0.2431
[{"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "EG", "language": "ar", "userScores": {"global": 0.643}, "age": "18-29", "gender": "Unknown", "occupation": "Education"}}, {"votedFor": "lumina-17-2-25_155_1.jpg", "userDetails": {"country": "IN", "language": "en", "userScores": {"global": 0.3501...
A baseball player in a blue and white uniform is next to a player in black and white .
flux-2-pro-25-11-25
midjourney-5.2
0.8102
0.1898
[{"votedFor": "midjourney-5.2_155_0.jpg", "userDetails": {"country": "EG", "language": "ar", "userScores": {"global": 0.3523}, "age": "30-39", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "PH", "language": "en", "userScores": {"global": 0.8111}...
0.2532
0.7468
[{"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "MY", "language": "en", "userScores": {"global": 0.4403}, "age": "30-39", "gender": "Male", "occupation": "Healthcare"}}, {"votedFor": "midjourney-5.2_155_0.jpg", "userDetails": {"country": "PH", "language": "en", "userScores": {"global": 0.6606}...
1
0
[{"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "EG", "language": "ar", "userScores": {"global": 0.6827}, "age": "18-29", "gender": "Female", "occupation": "Student"}}, {"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "EG", "language": "en", "userScores": {"global": 0.7...
A baseball player in a blue and white uniform is next to a player in black and white .
flux-2-pro-25-11-25
midjourney-5.2
1
0
[{"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "KE", "language": "en", "userScores": {"global": 0.3974}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "DZ", "language": "fr", "userScores": {"global": ...
0
1
[{"votedFor": "midjourney-5.2_155_1.jpg", "userDetails": {"country": "EG", "language": "ar", "userScores": {"global": 0.5806}, "age": "30-39", "gender": "Male", "occupation": "Other Employment"}}, {"votedFor": "midjourney-5.2_155_1.jpg", "userDetails": {"country": "PH", "language": "en", "userScores": {"global": 0.5258...
0.2419
0.7581
[{"votedFor": "midjourney-5.2_155_1.jpg", "userDetails": {"country": "EG", "language": "en", "userScores": {"global": 0.6317}, "age": "30-39", "gender": "Female", "occupation": "Other Skilled Manual Trade Professional"}}, {"votedFor": "midjourney-5.2_155_1.jpg", "userDetails": {"country": "EG", "language": "ar", "userS...
A baseball player in a blue and white uniform is next to a player in black and white .
flux-2-pro-25-11-25
midjourney-5.2
0.7127
0.2873
[{"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "EG", "language": "ar", "userScores": {"global": 0.8453}, "age": "40-49", "gender": "Female", "occupation": "Other Employment"}}, {"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "IN", "language": "hi", "userScores": {"glo...
0.2018
0.7982
[{"votedFor": "midjourney-5.2_155_2.jpg", "userDetails": {"country": "PH", "language": "en", "userScores": {"global": 0.3967}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "midjourney-5.2_155_2.jpg", "userDetails": {"country": "EG", "language": "ar", "userScores": {"global": 0.6372}, "...
0.6149
0.3851
[{"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "MY", "language": "en", "userScores": {"global": 0.4492}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "IN", "language": "en", "userScores": {"global": ...
A baseball player in a blue and white uniform is next to a player in black and white .
flux-2-pro-25-11-25
midjourney-5.2
0.5801
0.4199
[{"votedFor": "midjourney-5.2_155_3.jpg", "userDetails": {"country": "PH", "language": "en", "userScores": {"global": 0.8852}, "age": "18-29", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "EG", "language": "ar", "userScores": {"global": 0.4056}...
0
1
[{"votedFor": "midjourney-5.2_155_3.jpg", "userDetails": {"country": "PH", "language": "en", "userScores": {"global": 0.7742}, "age": "40-49", "gender": "Male", "occupation": "Web Development"}}, {"votedFor": "midjourney-5.2_155_3.jpg", "userDetails": {"country": "RS", "language": "sr", "userScores": {"global": 0.8445}...
null
null
NaN
A baseball player in a blue and white uniform is next to a player in black and white .
flux-2-pro-25-11-25
recraft-v3-24-7-25
1
0
[{"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "IN", "language": "en", "userScores": {"global": 0.48}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "IN", "language": "en", "userScores": {"global": 0....
0
1
[{"votedFor": "recraft-v3-24-7-25_155_0.jpg", "userDetails": {"country": "CI", "language": "fr", "userScores": {"global": 0.7103}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "recraft-v3-24-7-25_155_0.jpg", "userDetails": {"country": "IN", "language": "en", "userScores": {"global": 0....
0.2889
0.7111
[{"votedFor": "recraft-v3-24-7-25_155_0.jpg", "userDetails": {"country": "MA", "language": "en", "userScores": {"global": 0.5951}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "ES", "language": "es", "userScores": {"global": 0...
A baseball player in a blue and white uniform is next to a player in black and white .
flux-2-pro-25-11-25
recraft-v3-24-7-25
1
0
[{"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "PH", "language": "en", "userScores": {"global": 0.5811}, "age": "0-17", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "BF", "language": "fr", "userScores": {"global": 0.4...
0.2865
0.7135
[{"votedFor": "recraft-v3-24-7-25_155_1.jpg", "userDetails": {"country": "IN", "language": "en", "userScores": {"global": 0.3552}, "age": "40-49", "gender": "Other", "occupation": "Technology"}}, {"votedFor": "recraft-v3-24-7-25_155_1.jpg", "userDetails": {"country": "GB", "language": "en", "userScores": {"global": 0.8...
1
0
[{"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "PL", "language": "pl", "userScores": {"global": 0.7075}, "age": "40-49", "gender": "Unknown", "occupation": "Other Employment"}}, {"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "EG", "language": "ar", "userScores": {"gl...
A baseball player in a blue and white uniform is next to a player in black and white .
flux-2-pro-25-11-25
recraft-v3-24-7-25
0.2627
0.7373
[{"votedFor": "recraft-v3-24-7-25_155_2.jpg", "userDetails": {"country": "PK", "language": "en", "userScores": {"global": 0.501}, "age": "30-39", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "HT", "language": "fr", "userScores": {"global": 0.40...
0.4892
0.5108
[{"votedFor": "recraft-v3-24-7-25_155_2.jpg", "userDetails": {"country": "PH", "language": "en", "userScores": {"global": 0.8359}, "age": "18-29", "gender": "Female", "occupation": "Other Employment"}}, {"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "BY", "language": "ru", "userScores": {"glob...
0.5158
0.4842
[{"votedFor": "recraft-v3-24-7-25_155_2.jpg", "userDetails": {"country": "EG", "language": "ar", "userScores": {"global": 0.7649}, "age": "0-17", "gender": "Female", "occupation": "Technology"}}, {"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "IN", "language": "en", "userScores": {"global": 0....
A baseball player in a blue and white uniform is next to a player in black and white .
flux-2-pro-25-11-25
recraft-v3-24-7-25
0.3549
0.6451
[{"votedFor": "recraft-v3-24-7-25_155_3.jpg", "userDetails": {"country": "ES", "language": "es", "userScores": {"global": 0.7523}, "age": "18-29", "gender": "Male", "occupation": "Unemployed"}}, {"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "EG", "language": "ar", "userScores": {"global": 0.7...
0.3553
0.6447
[{"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "EG", "language": "ar", "userScores": {"global": 0.5506}, "age": "Unknown", "gender": "Unknown", "occupation": "Unknown"}}, {"votedFor": "recraft-v3-24-7-25_155_3.jpg", "userDetails": {"country": "IN", "language": "en", "userScores": {"global": 0...
0.7182
0.2818
[{"votedFor": "recraft-v3-24-7-25_155_3.jpg", "userDetails": {"country": "DZ", "language": "fr", "userScores": {"global": 0.4001}, "age": "40-49", "gender": "Unknown", "occupation": "Business & Finance"}}, {"votedFor": "flux-2-pro-25-11-25_155_0.jpg", "userDetails": {"country": "NI", "language": "es", "userScores": {"g...
End of preview. Expand in Data Studio

Rapidata Flux 2 Pro Preference

Dataset visualization

This T2I dataset contains over ~400'000 human responses from over ~50'000 individual annotators, collected in less than 7h using the Rapidata Python API, accessible to anyone and ideal for large scale evaluation. Evaluating Flux 2 Pro (version from 25.11.25) across three categories: preference, coherence, and alignment.

Explore our latest model rankings on our website.

If you get value from this dataset and would like to see more in the future, please consider liking it ❤️

To add your own model to the benchmark send us an e-mail at: jason@rapidata.ai

Overview

The evaluation consists of 1v1 comparisons between Flux 2 Pro (version from 24.7.2025) and 18 other models:

  • 4o
  • Flux-1-pro
  • Flux-1.1-pro
  • imagen 4 ultra
  • Aurora
  • Imagen-3
  • DALL-E 3
  • Midjourney-5.2
  • Frames-23-1-25
  • Stable Diffusion 3
  • Janus-7b.
  • hidream-l1-full
  • Recraft V2
  • Ideogram V2
  • halfmoon-4-4-25
  • Lumina-15-2-25
  • Imagen 4 Ultra 20.5.25
  • Imagen 4 Ultra 24.7.25
  • Recraft v3
  • Hunyuan Image 2.1

Alignment

The alignment score quantifies how well an video matches its prompt. Users were asked: "Which image matches the description better?".

The cracked rectangle was leaning against the glossy cylinder and the peeling triangle.

Flux 2 Pro

Score: 100%

Seedream 3

Score: 0%
The square coaster was next to the circular glass.

Flux 2 Pro

Score: 0%

4o

Score: 100%

Coherence

The coherence score measures whether the generated video is logically consistent and free from artifacts or visual glitches. Without seeing the original prompt, users were asked: "Which image has more glitches and is more likely to be AI generated?"

Flux 2 Pro

Glitch Rating: 0%

Flux 1 Pro

Glitch Rating: 100%

Flux 2 Pro

Glitch Rating: 100%

Halfmoon 4

Glitch Rating: 0%

Preference

The preference score reflects how visually appealing participants found each image, independent of the prompt. Users were asked: "Which image do you prefer?"

Flux 2 Pro

Score: 100%

Stable Diffusion 3

Score: 0%

Flux 2 Pro

Score: 0%

Lumina

Score: 100%

Benchmark

Check out the Benchmark!
Audio Benchmark

About Rapidata

Rapidata's technology makes collecting human feedback at scale faster and more accessible than ever before. Visit rapidata.ai to learn more about how we're revolutionizing human feedback collection for AI development.
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