# DesignArena Multimodal video generation

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

Human pairwise preference evaluation of multimodal video generation. 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%3Amultimodal-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 multimodal video generation. 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: 3 · Score publishers: [designarena](https://www.designarena.ai/leaderboard/multimodal-to-video)

## Model results

| # | Model | Score |  |
| --- | --- | --- | --- |
| 1 | [Seedance 2.0 Fast](https://benchize.com/models/seedance-2-0-fast.md) | 1,335elo |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1335 \| elo \| multimodal-to-video \| Higher is better \| ### Configuration arenaType models category multimodaltovideo inputModality Not reported sourceModelVersion seedance-2.0-fast variationName public ### Reported statistics averageGenerationTimeMs 287181 battles 1683 losses 503 standardError Not reported winRate 70.1 wins 1180 ### Source [Original source](https://www.designarena.ai/api/leaderboard#board=multimodal-to-video) Source designarena Original model label Seedance 2.0 Fast Source version public Observed 2026-10-21T16:38:07.536Z Evidence SHA-256 `85803fc32e8868a15a56e9ca84cbb830b15e586445f1a66f0c075a5194b0509f` Source locator `/data/1` |  |  |  |
| 2 | [Seedance 2 0](https://benchize.com/models/seedance-2-0.md) | 1,330elo |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1330 \| elo \| multimodal-to-video \| Higher is better \| ### Configuration arenaType models category multimodaltovideo inputModality Not reported sourceModelVersion seedance-2.0 variationName public ### Reported statistics averageGenerationTimeMs 311228 battles 1421 losses 446 standardError Not reported winRate 68.6 wins 975 ### Source [Original source](https://www.designarena.ai/api/leaderboard#board=multimodal-to-video) Source designarena Original model label Seedance 2.0 Source version public Observed 2026-10-21T16:38:07.536Z Evidence SHA-256 `85803fc32e8868a15a56e9ca84cbb830b15e586445f1a66f0c075a5194b0509f` Source locator `/data/2` |  |  |  |
| 3 | [Wan 2.7](https://benchize.com/models/wan-2-7.md) | 1,151elo |  |
| ### Original source values \| Metric \| Value \| Unit \| Scope \| Direction \| \| --- \| --- \| --- \| --- \| --- \| \| `elo` \| 1151 \| elo \| multimodal-to-video \| Higher is better \| ### Configuration arenaType models category multimodaltovideo inputModality Not reported sourceModelVersion wan-v2.7-ref variationName public ### Reported statistics averageGenerationTimeMs 308921 battles 2242 losses 931 standardError Not reported winRate 58.5 wins 1311 ### Source [Original source](https://www.designarena.ai/api/leaderboard#board=multimodal-to-video) Source designarena Original model label Wan 2.7 Source version public Observed 2026-10-21T16:38:07.536Z Evidence SHA-256 `85803fc32e8868a15a56e9ca84cbb830b15e586445f1a66f0c075a5194b0509f` Source locator `/data/9` |  |  |  |

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