Code2Video-Compass - V2V - CC: leaderboard

Code2Video-Compass (2026):347fixed V2Vtasks;15models generate code in one API call with provider-default reasoning, no execution feedback or repair. Failures score zero on quality metrics. V2V GPT/Claude receive4FPSframes, others native video at4FPS. Execution, image/video similarity and Gemini3.8Flash rubric scores remain separate; runtime tokens and average ranks omitted. Published CC Score.

Metric: Published CC Score. Source: arxiv.org. Saturation forecast: Around April 2027. 15 models tracked.

Top models

#ModelScoreOverall rank
1Claude Opus 5.54#4
2GPT-6 Astra3.53#6
3GPT-6.1 Sol3.43#7
4Claude Sonnet 5.53.36#11
5MiMo-V2.6-Pro3.35#38
6Claude Haiku 5.53.33#40
7Gemini 3.8 Flash3.27#24
8DeepSeek V4.1 Flash3.22#35
9GLM-5.3 Flash3.12#71
10Kimi K32.75#30
11Qwen 3.8 Max2.67#31
12GPT-6 Luna2.6#59
13Qwen 3.8 27B2.6#111
14Qwen 3.8 Flash2.56#55
15MiniMax-M31.88#142

No result here: #8 Gemini 4 Argon, #9 Claude Fable 5.1, #10 Muse Wonder Full.

Interactive version: theaggregate.ai/benchmark?slug=code2video-compass-v2v-cc · How It Works · Data refreshed daily, snapshot 2026-10-22.