# DesignArena Image to video

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

Human pairwise preference evaluation of image to video. Voters compare model outputs for the same request; published Elo ratings and separate model configurations are retained for this specific arena and input modality.

Canonical URL: https://benchize.com/benchmarks/designarena%3Aimage-to-video
Last updated: Wed, 21 Oct 2026 18:52:20 GMT

Reproduction and quotation must name Benchize, link to the canonical HTML URL, and retain individual source citations.

Human pairwise preference evaluation of image to video. Voters compare model outputs for the same request; published Elo ratings and separate model configurations are retained for this specific arena and input modality.

Multimodal · Models tested: 6 · Score publishers: [designarena](https://www.designarena.ai/leaderboard/image-to-video)

## Model results

| # | Model | Score |  |
| --- | --- | --- | --- |
| 1 | [Seedance 2 0](https://benchize.com/models/seedance-2-0.md) | 1,263elo |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1263 \| elo \| image-to-video \| Higher is better \| ### Configuration arenaType models category imagetovideo inputModality Not reported sourceModelVersion seedance-2.0 variationName public ### Reported statistics averageGenerationTimeMs 174811 battles 7670 losses 2953 standardError Not reported winRate 61.5 wins 4717 ### Source [Original source](https://www.designarena.ai/api/leaderboard#board=image-to-video) Source designarena Original model label Seedance 2.0 Source version public Observed 2026-10-21T16:38:05.944Z Evidence SHA-256 `3f70acee2c278ead1d96a95d61efeeb297b8de597167a31c3e81f594b70ff60c` Source locator `/data/11` |  |  |  |
| 2 | [Seedance 2.0 Fast](https://benchize.com/models/seedance-2-0-fast.md) | 1,255elo |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1255 \| elo \| image-to-video \| Higher is better \| ### Configuration arenaType models category imagetovideo inputModality Not reported sourceModelVersion seedance-2.0-fast variationName public ### Reported statistics averageGenerationTimeMs 144749 battles 7706 losses 3029 standardError Not reported winRate 60.7 wins 4677 ### Source [Original source](https://www.designarena.ai/api/leaderboard#board=image-to-video) Source designarena Original model label Seedance 2.0 Fast Source version public Observed 2026-10-21T16:38:05.944Z Evidence SHA-256 `3f70acee2c278ead1d96a95d61efeeb297b8de597167a31c3e81f594b70ff60c` Source locator `/data/12` |  |  |  |
| 3 | [Wan 2.7](https://benchize.com/models/wan-2-7.md) | 1,195elo |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1195 \| elo \| image-to-video \| Higher is better \| ### Configuration arenaType models category imagetovideo inputModality Not reported sourceModelVersion wan-v2.7-t2v variationName public ### Reported statistics averageGenerationTimeMs 169064 battles 9375 losses 3919 standardError Not reported winRate 58.2 wins 5456 ### Source [Original source](https://www.designarena.ai/api/leaderboard#board=image-to-video) Source designarena Original model label Wan 2.7 Source version public Observed 2026-10-21T16:38:05.944Z Evidence SHA-256 `3f70acee2c278ead1d96a95d61efeeb297b8de597167a31c3e81f594b70ff60c` Source locator `/data/20` |  |  |  |
| 4 | [Veo 3 1 Lite](https://benchize.com/models/veo-3-1-lite.md) | 1,179elo |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1179 \| elo \| image-to-video \| Higher is better \| ### Configuration arenaType models category imagetovideo inputModality Not reported sourceModelVersion veo-3.1-lite variationName public ### Reported statistics averageGenerationTimeMs 56901 battles 20576 losses 9198 standardError Not reported winRate 55.3 wins 11378 ### Source [Original source](https://www.designarena.ai/api/leaderboard#board=image-to-video) Source designarena Original model label Veo 3.1 Lite Source version public Observed 2026-10-21T16:38:05.944Z Evidence SHA-256 `3f70acee2c278ead1d96a95d61efeeb297b8de597167a31c3e81f594b70ff60c` Source locator `/data/22` |  |  |  |
| 5 | [Veo 3.1 Fast](https://benchize.com/models/veo-3-1-fast.md) | 1,178elo |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1178 \| elo \| image-to-video \| Higher is better \| ### Configuration arenaType models category imagetovideo inputModality Not reported sourceModelVersion veo-3.1-fast variationName public ### Reported statistics averageGenerationTimeMs 63338 battles 12778 losses 6135 standardError Not reported winRate 52 wins 6643 ### Source [Original source](https://www.designarena.ai/api/leaderboard#board=image-to-video) Source designarena Original model label Veo 3.1 Fast Source version public Observed 2026-10-21T16:38:05.944Z Evidence SHA-256 `3f70acee2c278ead1d96a95d61efeeb297b8de597167a31c3e81f594b70ff60c` Source locator `/data/23` |  |  |  |
| 6 | [Seedance 1.5 Pro](https://benchize.com/models/seedance-1-5-pro.md) | 1,021elo |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1021 \| elo \| image-to-video \| Higher is better \| ### Configuration arenaType models category imagetovideo inputModality Not reported sourceModelVersion seedance-1.5-pro variationName public ### Reported statistics averageGenerationTimeMs 89759 battles 24658 losses 15337 standardError Not reported winRate 37.8 wins 9321 ### Source [Original source](https://www.designarena.ai/api/leaderboard#board=image-to-video) Source designarena Original model label Seedance 1.5 Pro Source version public Observed 2026-10-21T16:38:05.944Z Evidence SHA-256 `3f70acee2c278ead1d96a95d61efeeb297b8de597167a31c3e81f594b70ff60c` Source locator `/data/38` |  |  |  |

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Cite as: DesignArena Image to video — Benchize, https://benchize.com/benchmarks/designarena%3Aimage-to-video (retrieved 2026-10-21)