# Rapidata General image — preference

> Source: Benchize (https://benchize.com) — https://benchize.com/benchmarks/rapidata%3Aimage%3Arlb_1Pf6xMzyixXVOB. When citing or reusing this content, credit "Benchize" and link to https://benchize.com/benchmarks/rapidata%3Aimage%3Arlb_1Pf6xMzyixXVOB.

Human pairwise evaluation of text-to-image outputs, measuring 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%3Arlb_1Pf6xMzyixXVOB
Last updated: Wed, 21 Oct 2026 18:52:20 GMT

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Human pairwise evaluation of text-to-image outputs, measuring 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) | 1,233.34elo | CI 1,223.48–1,243.2 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1233.3398647106987 \| elo \| rlb_1Pf6xMzyixXVOB \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion rlb_1Pf6xMzyixXVOB participantId par_1Ub5xBI0tHZKcM sourceModelVersion GPT Image 2.5 (Sunburst) weighted false ### Reported statistics Uncertainty Confidence interval: 1,223.48–1,243.2 confidenceIntervalLowerOffset 9.857620156591338 confidenceIntervalUpperOffset 9.857620156591338 totalMatches 27555 wins 17494 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query?leaderboard_id%5Beq%5D=rlb_1Pf6xMzyixXVOB) Source rapidata Original model label GPT Image 2.5 (Sunburst) Source version v1 Observed 2026-10-21T16:37:26.800Z Evidence SHA-256 `a6b4a9a60601efca881589c7ecde192803a23d60c6e324f0723bd407fd3b16a2` Source locator `/items/2` |  |  |  |  |
| 2 | [GPT Image 1.5](https://benchize.com/models/gpt-image-1-5-high.md)High | 1,224.82elo | CI 1,212.91–1,236.72 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1224.8168059047232 \| elo \| rlb_1Pf6xMzyixXVOB \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion rlb_1Pf6xMzyixXVOB participantId par_1PeuL1z67NKdE6 Reasoning effort high sourceModelVersion GPT Image 1.5 (high) thinkingEnabled true weighted false ### Reported statistics Uncertainty Confidence interval: 1,212.91–1,236.72 confidenceIntervalLowerOffset 11.906595923761643 confidenceIntervalUpperOffset 11.906595923761643 totalMatches 18743 wins 11809 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query?leaderboard_id%5Beq%5D=rlb_1Pf6xMzyixXVOB) Source rapidata Original model label GPT Image 1.5 (high) Source version v1 Observed 2026-10-21T16:37:26.800Z Evidence SHA-256 `a6b4a9a60601efca881589c7ecde192803a23d60c6e324f0723bd407fd3b16a2` Source locator `/items/4` |  |  |  |  |
| 3 | [GPT Image 2.5 Flare](https://benchize.com/models/gpt-image-2-5-flare.md) | 1,178.57elo | CI 1,168.97–1,188.17 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1178.5682012804011 \| elo \| rlb_1Pf6xMzyixXVOB \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion rlb_1Pf6xMzyixXVOB participantId par_1UamSKYVEFc6ND sourceModelVersion GPT Image 2.5 (Flare) weighted false ### Reported statistics Uncertainty Confidence interval: 1,168.97–1,188.17 confidenceIntervalLowerOffset 9.60140758398893 confidenceIntervalUpperOffset 9.60140758398893 totalMatches 28105 wins 16954.5 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query?leaderboard_id%5Beq%5D=rlb_1Pf6xMzyixXVOB) Source rapidata Original model label GPT Image 2.5 (Flare) Source version v1 Observed 2026-10-21T16:37:26.800Z Evidence SHA-256 `a6b4a9a60601efca881589c7ecde192803a23d60c6e324f0723bd407fd3b16a2` Source locator `/items/7` |  |  |  |  |
| 4 | [Nano Banana 2.1](https://benchize.com/models/gemini-nano-banana-2-1.md) | 1,155.29elo | CI 1,127.26–1,183.33 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1155.294217401645 \| elo \| rlb_1Pf6xMzyixXVOB \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion rlb_1Pf6xMzyixXVOB participantId par_1XDkhTdAbFixop sourceModelVersion nano-banana-2.1 weighted false ### Reported statistics Uncertainty Confidence interval: 1,127.26–1,183.33 confidenceIntervalLowerOffset 28.036705183639697 confidenceIntervalUpperOffset 28.036705183639697 totalMatches 3198 wins 1878 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query?leaderboard_id%5Beq%5D=rlb_1Pf6xMzyixXVOB) Source rapidata Original model label nano-banana-2.1 Source version v1 Observed 2026-10-21T16:37:26.800Z Evidence SHA-256 `a6b4a9a60601efca881589c7ecde192803a23d60c6e324f0723bd407fd3b16a2` Source locator `/items/8` |  |  |  |  |
| 5 | [Qwen Image](https://benchize.com/models/qwen-image.md) | 1,108.58elo | CI 1,097.95–1,119.21 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1108.5779756210266 \| elo \| rlb_1Pf6xMzyixXVOB \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion rlb_1Pf6xMzyixXVOB participantId par_1Petln7VHOEQLz sourceModelVersion Qwen-Image weighted false ### Reported statistics Uncertainty Confidence interval: 1,097.95–1,119.21 confidenceIntervalLowerOffset 10.62773353733428 confidenceIntervalUpperOffset 10.62773353733428 totalMatches 22379 wins 12543.5 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query?leaderboard_id%5Beq%5D=rlb_1Pf6xMzyixXVOB) Source rapidata Original model label Qwen-Image Source version v1 Observed 2026-10-21T16:37:26.800Z Evidence SHA-256 `a6b4a9a60601efca881589c7ecde192803a23d60c6e324f0723bd407fd3b16a2` Source locator `/items/12` |  |  |  |  |
| 6 | [MAI-Image-2.5](https://benchize.com/models/mai-image-2-5.md) | 1,098.03elo | CI 1,086.51–1,109.56 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1098.0341550891737 \| elo \| rlb_1Pf6xMzyixXVOB \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion rlb_1Pf6xMzyixXVOB participantId par_1PetshHzWmebbn sourceModelVersion MAI-Image 2.5 weighted false ### Reported statistics Uncertainty Confidence interval: 1,086.51–1,109.56 confidenceIntervalLowerOffset 11.524919397557824 confidenceIntervalUpperOffset 11.524919397557824 totalMatches 18742 wins 10375 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query?leaderboard_id%5Beq%5D=rlb_1Pf6xMzyixXVOB) Source rapidata Original model label MAI-Image 2.5 Source version v1 Observed 2026-10-21T16:37:26.800Z Evidence SHA-256 `a6b4a9a60601efca881589c7ecde192803a23d60c6e324f0723bd407fd3b16a2` Source locator `/items/13` |  |  |  |  |
| 7 | [FLUX.2 Flex](https://benchize.com/models/flux-2-flex.md) | 1,020.01elo | CI 1,008.49–1,031.52 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1020.0055947168072 \| elo \| rlb_1Pf6xMzyixXVOB \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion rlb_1Pf6xMzyixXVOB participantId par_1Pety8kReYvYid sourceModelVersion FLUX.2 flex weighted false ### Reported statistics Uncertainty Confidence interval: 1,008.49–1,031.52 confidenceIntervalLowerOffset 11.516998418512344 confidenceIntervalUpperOffset 11.516998418512344 totalMatches 18744 wins 9468 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query?leaderboard_id%5Beq%5D=rlb_1Pf6xMzyixXVOB) Source rapidata Original model label FLUX.2 flex Source version v1 Observed 2026-10-21T16:37:26.800Z Evidence SHA-256 `a6b4a9a60601efca881589c7ecde192803a23d60c6e324f0723bd407fd3b16a2` Source locator `/items/24` |  |  |  |  |
| 8 | [Grok Imagine Image Quality](https://benchize.com/models/grok-imagine-image-quality.md) | 1,018.13elo | CI 1,006.65–1,029.6 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1018.1256825822095 \| elo \| rlb_1Pf6xMzyixXVOB \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion rlb_1Pf6xMzyixXVOB participantId par_1PeuSsHW1ENeLx sourceModelVersion Grok Imagine Image (quality) weighted false ### Reported statistics Uncertainty Confidence interval: 1,006.65–1,029.6 confidenceIntervalLowerOffset 11.476929887641859 confidenceIntervalUpperOffset 11.476929887641745 totalMatches 18752 wins 9451 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query?leaderboard_id%5Beq%5D=rlb_1Pf6xMzyixXVOB) Source rapidata Original model label Grok Imagine Image (quality) Source version v1 Observed 2026-10-21T16:37:26.800Z Evidence SHA-256 `a6b4a9a60601efca881589c7ecde192803a23d60c6e324f0723bd407fd3b16a2` Source locator `/items/26` |  |  |  |  |
| 9 | [Seedream 4.5](https://benchize.com/models/seedream-4-5.md) | 982.96elo | CI 971.47–994.45 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 982.9608757899321 \| elo \| rlb_1Pf6xMzyixXVOB \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion rlb_1Pf6xMzyixXVOB participantId par_1PeuOYZBaIPPIS sourceModelVersion Seedream 4.5 weighted false ### Reported statistics Uncertainty Confidence interval: 971.47–994.45 confidenceIntervalLowerOffset 11.493198213467736 confidenceIntervalUpperOffset 11.493198213467736 totalMatches 18746 wins 9036 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query?leaderboard_id%5Beq%5D=rlb_1Pf6xMzyixXVOB) Source rapidata Original model label Seedream 4.5 Source version v1 Observed 2026-10-21T16:37:26.800Z Evidence SHA-256 `a6b4a9a60601efca881589c7ecde192803a23d60c6e324f0723bd407fd3b16a2` Source locator `/items/31` |  |  |  |  |
| 10 | [Flux 2 Pro](https://benchize.com/models/flux-2-pro.md) | 926.01elo | CI 914.5–937.51 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 926.0050440712317 \| elo \| rlb_1Pf6xMzyixXVOB \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion rlb_1Pf6xMzyixXVOB participantId par_1PetS5NORduFAr sourceModelVersion FLUX.2 pro weighted false ### Reported statistics Uncertainty Confidence interval: 914.5–937.51 confidenceIntervalLowerOffset 11.50562955910516 confidenceIntervalUpperOffset 11.50562955910516 totalMatches 18739 wins 8371.5 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query?leaderboard_id%5Beq%5D=rlb_1Pf6xMzyixXVOB) Source rapidata Original model label FLUX.2 pro Source version v1 Observed 2026-10-21T16:37:26.800Z Evidence SHA-256 `a6b4a9a60601efca881589c7ecde192803a23d60c6e324f0723bd407fd3b16a2` Source locator `/items/34` |  |  |  |  |
| 11 | [FLUX.2 Max](https://benchize.com/models/flux-2-max.md) | 913.66elo | CI 902.11–925.2 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 913.655104073886 \| elo \| rlb_1Pf6xMzyixXVOB \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion rlb_1Pf6xMzyixXVOB participantId par_1PetpMtaBx0dSh sourceModelVersion FLUX.2 max weighted false ### Reported statistics Uncertainty Confidence interval: 902.11–925.2 confidenceIntervalLowerOffset 11.54507814500107 confidenceIntervalUpperOffset 11.54507814500107 totalMatches 18745 wins 8231.5 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query?leaderboard_id%5Beq%5D=rlb_1Pf6xMzyixXVOB) Source rapidata Original model label FLUX.2 max Source version v1 Observed 2026-10-21T16:37:26.800Z Evidence SHA-256 `a6b4a9a60601efca881589c7ecde192803a23d60c6e324f0723bd407fd3b16a2` Source locator `/items/36` |  |  |  |  |
| 12 | [Recraft V4.1 Utility Pro](https://benchize.com/models/recraft-v4-1-utility-pro.md) | 872.61elo | CI 860.98–884.24 |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 872.6069010086411 \| elo \| rlb_1Pf6xMzyixXVOB \| Higher is better \| ### Configuration benchmarkId bmk_1Pet6iHzbf6RQu criterion rlb_1Pf6xMzyixXVOB participantId par_1PetVSiud8YtIo sourceModelVersion Recraft V4.1 Utility Pro weighted false ### Reported statistics Uncertainty Confidence interval: 860.98–884.24 confidenceIntervalLowerOffset 11.629789696465082 confidenceIntervalUpperOffset 11.629789696465082 totalMatches 18742 wins 7761 ### Source [Original source](https://api.rapidata.ai/benchmark/bmk_1Pet6iHzbf6RQu/standings/query?leaderboard_id%5Beq%5D=rlb_1Pf6xMzyixXVOB) Source rapidata Original model label Recraft V4.1 Utility Pro Source version v1 Observed 2026-10-21T16:37:26.800Z Evidence SHA-256 `a6b4a9a60601efca881589c7ecde192803a23d60c6e324f0723bd407fd3b16a2` Source locator `/items/40` |  |  |  |  |

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Cite as: Rapidata General image — preference — Benchize, https://benchize.com/benchmarks/rapidata%3Aimage%3Arlb_1Pf6xMzyixXVOB (retrieved 2026-10-21)
