# Rapidata General image — Overall preference

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Human pairwise evaluation of text-to-image outputs, measuring overall preference. Scores are fitted using the Bradley–Terry preference model and expressed on the publisher’s Elo scale with 95% confidence intervals.

Canonical URL: https://benchize.com/benchmarks/rapidata%3Aimage%3Aoverall
Last updated: Wed, 21 Oct 2026 18:05:10 GMT

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Human pairwise evaluation of text-to-image outputs, measuring overall preference. Scores are fitted using the Bradley–Terry preference model and expressed on the publisher’s Elo scale with 95% confidence intervals.

Multimodal · Models tested: 12 · Score publishers: [rapidata](https://www.benchmark.ai/image)

## Model results

| # | Model | Score | ± |  |
| --- | --- | --- | --- | --- |
| 1 | [GPT Image 2.5 Sunburst](https://benchize.com/models/gpt-image-2-5-sunburst.md) | 1,228.16elo | CI 1,223.36–1,232.97 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1228.164739372968 \| elo \| overall \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion overall participantId par_1Ub5xBI0tHZKcM sourceModelVersion GPT Image 2.5 (Sunburst) weighted false ### Reported statistics Uncertainty Confidence interval: 1,223.36–1,232.97 confidenceIntervalLowerOffset 4.802462590214873 confidenceIntervalUpperOffset 4.802462590214873 totalMatches 116398.30444180599 wins 74475.98083673301 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query) Source rapidata Original model label GPT Image 2.5 (Sunburst) Source version v1 Observed 2026-10-21T16:37:24.778Z Evidence SHA-256 `eeb181d80ddb56c4d9473786d5a5a144381c0727bea85ccdc117c54899c53dfb` Source locator `/items/0` |  |  |  |  |
| 2 | [GPT Image 2.5 Flare](https://benchize.com/models/gpt-image-2-5-flare.md) | 1,196.55elo | CI 1,191.81–1,201.29 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1196.548573750837 \| elo \| overall \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion overall participantId par_1UamSKYVEFc6ND sourceModelVersion GPT Image 2.5 (Flare) weighted false ### Reported statistics Uncertainty Confidence interval: 1,191.81–1,201.29 confidenceIntervalLowerOffset 4.742686881294958 confidenceIntervalUpperOffset 4.742686881294958 totalMatches 116902.61721863422 wins 72628.26173837644 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query) Source rapidata Original model label GPT Image 2.5 (Flare) Source version v1 Observed 2026-10-21T16:37:24.778Z Evidence SHA-256 `eeb181d80ddb56c4d9473786d5a5a144381c0727bea85ccdc117c54899c53dfb` Source locator `/items/1` |  |  |  |  |
| 3 | [GPT Image 1.5](https://benchize.com/models/gpt-image-1-5-high.md)High | 1,119.3elo | CI 1,113.12–1,125.48 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1119.2982956490328 \| elo \| overall \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion overall participantId par_1PeuL1z67NKdE6 Reasoning effort high sourceModelVersion GPT Image 1.5 (high) thinkingEnabled true weighted false ### Reported statistics Uncertainty Confidence interval: 1,113.12–1,125.48 confidenceIntervalLowerOffset 6.180796829389919 confidenceIntervalUpperOffset 6.180796829389919 totalMatches 65531.38671260955 wins 37356.55207854519 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query) Source rapidata Original model label GPT Image 1.5 (high) Source version v1 Observed 2026-10-21T16:37:24.778Z Evidence SHA-256 `eeb181d80ddb56c4d9473786d5a5a144381c0727bea85ccdc117c54899c53dfb` Source locator `/items/9` |  |  |  |  |
| 4 | [Nano Banana 2.1](https://benchize.com/models/gemini-nano-banana-2-1.md) | 1,100.11elo | CI 1,086.73–1,113.48 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1100.105821415212 \| elo \| overall \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion overall participantId par_1XDkhTdAbFixop sourceModelVersion nano-banana-2.1 weighted false ### Reported statistics Uncertainty Confidence interval: 1,086.73–1,113.48 confidenceIntervalLowerOffset 13.370877084464837 confidenceIntervalUpperOffset 13.370877084464837 totalMatches 13622.820005759424 wins 7611.667386517085 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query) Source rapidata Original model label nano-banana-2.1 Source version v1 Observed 2026-10-21T16:37:24.778Z Evidence SHA-256 `eeb181d80ddb56c4d9473786d5a5a144381c0727bea85ccdc117c54899c53dfb` Source locator `/items/11` |  |  |  |  |
| 5 | [Seedream 4.5](https://benchize.com/models/seedream-4-5.md) | 1,036.94elo | CI 1,030.85–1,043.04 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1036.9438283617715 \| elo \| overall \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion overall participantId par_1PeuOYZBaIPPIS sourceModelVersion Seedream 4.5 weighted false ### Reported statistics Uncertainty Confidence interval: 1,030.85–1,043.04 confidenceIntervalLowerOffset 6.098617272154115 confidenceIntervalUpperOffset 6.098617272154115 totalMatches 66048.5221750596 wins 34218.200317113355 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query) Source rapidata Original model label Seedream 4.5 Source version v1 Observed 2026-10-21T16:37:24.778Z Evidence SHA-256 `eeb181d80ddb56c4d9473786d5a5a144381c0727bea85ccdc117c54899c53dfb` Source locator `/items/16` |  |  |  |  |
| 6 | [MAI-Image-2.5](https://benchize.com/models/mai-image-2-5.md) | 1,029.73elo | CI 1,023.63–1,035.84 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1029.7318165571423 \| elo \| overall \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion overall participantId par_1PetshHzWmebbn sourceModelVersion MAI-Image 2.5 weighted false ### Reported statistics Uncertainty Confidence interval: 1,023.63–1,035.84 confidenceIntervalLowerOffset 6.105306089050941 confidenceIntervalUpperOffset 6.105306089051055 totalMatches 65465.16250317052 wins 33656.86058150068 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query) Source rapidata Original model label MAI-Image 2.5 Source version v1 Observed 2026-10-21T16:37:24.778Z Evidence SHA-256 `eeb181d80ddb56c4d9473786d5a5a144381c0727bea85ccdc117c54899c53dfb` Source locator `/items/18` |  |  |  |  |
| 7 | [Grok Imagine Image Quality](https://benchize.com/models/grok-imagine-image-quality.md) | 999.17elo | CI 993.07–1,005.28 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 999.174776657181 \| elo \| overall \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion overall participantId par_1PeuSsHW1ENeLx sourceModelVersion Grok Imagine Image (quality) weighted false ### Reported statistics Uncertainty Confidence interval: 993.07–1,005.28 confidenceIntervalLowerOffset 6.103126964987837 confidenceIntervalUpperOffset 6.103126964987837 totalMatches 65553.83654346711 wins 32434.998238267213 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query) Source rapidata Original model label Grok Imagine Image (quality) Source version v1 Observed 2026-10-21T16:37:24.778Z Evidence SHA-256 `eeb181d80ddb56c4d9473786d5a5a144381c0727bea85ccdc117c54899c53dfb` Source locator `/items/21` |  |  |  |  |
| 8 | [FLUX.2 Flex](https://benchize.com/models/flux-2-flex.md) | 997.7elo | CI 991.59–1,003.82 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 997.7031386799428 \| elo \| overall \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion overall participantId par_1Pety8kReYvYid sourceModelVersion FLUX.2 flex weighted false ### Reported statistics Uncertainty Confidence interval: 991.59–1,003.82 confidenceIntervalLowerOffset 6.1129843923810085 confidenceIntervalUpperOffset 6.1129843923810085 totalMatches 65454.61611631884 wins 32332.089637531764 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query) Source rapidata Original model label FLUX.2 flex Source version v1 Observed 2026-10-21T16:37:24.778Z Evidence SHA-256 `eeb181d80ddb56c4d9473786d5a5a144381c0727bea85ccdc117c54899c53dfb` Source locator `/items/22` |  |  |  |  |
| 9 | [Flux 2 Pro](https://benchize.com/models/flux-2-pro.md) | 990.72elo | CI 984.62–996.81 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 990.7156347465447 \| elo \| overall \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion overall participantId par_1PetS5NORduFAr sourceModelVersion FLUX.2 pro weighted false ### Reported statistics Uncertainty Confidence interval: 984.62–996.81 confidenceIntervalLowerOffset 6.098799890231476 confidenceIntervalUpperOffset 6.098799890231476 totalMatches 65455.560784651614 wins 32041.985944040483 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query) Source rapidata Original model label FLUX.2 pro Source version v1 Observed 2026-10-21T16:37:24.778Z Evidence SHA-256 `eeb181d80ddb56c4d9473786d5a5a144381c0727bea85ccdc117c54899c53dfb` Source locator `/items/24` |  |  |  |  |
| 10 | [Qwen Image](https://benchize.com/models/qwen-image.md) | 981.69elo | CI 975.91–987.47 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 981.6895944041021 \| elo \| overall \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion overall participantId par_1Petln7VHOEQLz sourceModelVersion Qwen-Image weighted false ### Reported statistics Uncertainty Confidence interval: 975.91–987.47 confidenceIntervalLowerOffset 5.7798202298118895 confidenceIntervalUpperOffset 5.7798202298118895 totalMatches 73281.37954395782 wins 35817.333769340745 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query) Source rapidata Original model label Qwen-Image Source version v1 Observed 2026-10-21T16:37:24.778Z Evidence SHA-256 `eeb181d80ddb56c4d9473786d5a5a144381c0727bea85ccdc117c54899c53dfb` Source locator `/items/25` |  |  |  |  |
| 11 | [FLUX.2 Max](https://benchize.com/models/flux-2-max.md) | 981.01elo | CI 974.9–987.12 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 981.0094792608394 \| elo \| overall \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion overall participantId par_1PetpMtaBx0dSh sourceModelVersion FLUX.2 max weighted false ### Reported statistics Uncertainty Confidence interval: 974.9–987.12 confidenceIntervalLowerOffset 6.1066070781986355 confidenceIntervalUpperOffset 6.1066070781986355 totalMatches 65474.76422168941 wins 31650.38969337639 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query) Source rapidata Original model label FLUX.2 max Source version v1 Observed 2026-10-21T16:37:24.778Z Evidence SHA-256 `eeb181d80ddb56c4d9473786d5a5a144381c0727bea85ccdc117c54899c53dfb` Source locator `/items/26` |  |  |  |  |
| 12 | [Recraft V4.1 Utility Pro](https://benchize.com/models/recraft-v4-1-utility-pro.md) | 940.88elo | CI 934.76–947 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 940.8794956961244 \| elo \| overall \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion overall participantId par_1PetVSiud8YtIo sourceModelVersion Recraft V4.1 Utility Pro weighted false ### Reported statistics Uncertainty Confidence interval: 934.76–947 confidenceIntervalLowerOffset 6.1199977085912 confidenceIntervalUpperOffset 6.119997708591086 totalMatches 65528.7157501615 wins 30018.162632005075 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query) Source rapidata Original model label Recraft V4.1 Utility Pro Source version v1 Observed 2026-10-21T16:37:24.778Z Evidence SHA-256 `eeb181d80ddb56c4d9473786d5a5a144381c0727bea85ccdc117c54899c53dfb` Source locator `/items/34` |  |  |  |  |

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Cite as: Rapidata General image — Overall preference — Benchize, https://benchize.com/benchmarks/rapidata%3Aimage%3Aoverall (retrieved 2026-10-21)