What use cases are text-to-video models good for?

Text-to-video models are useful for short-form video, marketing, e-commerce clips, storyboarding, game cinematics, and educational demos.

Which models support the longest generation length?

Long generation limits vary by product tier and release, so users should compare current maximum duration and quality consistency.

LMArena Tracks

Text Generation Coding Math Image Edit Text-to-Video Image-to-Video

Text-to-Video Arena Leaderboard

Name: Text-to-Video Arena Leaderboard
Creator: DataLearner
License: https://creativecommons.org/licenses/by/4.0/

The latest AI video generation leaderboard based on Text-to-Video Arena anonymous user voting. Covers Elo scores, confidence intervals, and vote counts for leading video models.

Top Model

Veo 3.1 Generate (Preview)

Top Score

1,381

Model Count

Data version

2026年03月06日

Data source: LM Arena

About This Leaderboard

This leaderboard ranks AI text-to-video models by generation quality. Data comes from LMArena's Text-to-Video Arena track, evaluated through anonymous blind testing by real users.

Methodology Overview

Blind testing: Users submit text descriptions, two anonymous models generate videos, and users vote for the better result.

Elo scoring: Based on the Bradley-Terry model. Higher scores indicate stronger user preference for that model's video output.

Origin:All China

Leaderboard snapshot month:

Ranking Table

Rank	Model	Score	95% CI	Votes	Organization	License
	Veo 3.1 Generate (Preview)

Data is for reference only. Official sources are authoritative. Click model names to view DataLearner model profiles.

2026-03 Market Signals

Current Best (SOTA)

Veo 3.1 Audio 1080p

Veo 3.1 Fast-Audio 1080p

Sora-2-Pro

Best China Model

Wan2.6-T2V

Seedance-V1.5-Pro

Kling-2.6-Pro

Best Open Model

•Wan-V2.2-A14B
•Kandinsky-5.0-T2V-Pro
•Mochi-V1

FAQ

How does Text-to-Video Arena rank models?▼

Rankings are based on side-by-side anonymous votes. Users enter the same prompt, compare outputs from two hidden models, and choose the better video. Elo-style scoring then aggregates those comparisons into a leaderboard.

What is audio-video sync, and why does it matter?▼

Audio-video sync means generated sound effects or speech match the motion and timing in the video. It matters because synchronized audio can make generated clips usable with less post-production work.