Code2Video-Compass - I2V - CC: leaderboard

Code2Video-Compass (2026):347fixed I2Vtasks;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 January 2027. 15 models tracked.

Top models

#ModelScoreOverall rank
1Claude Opus 5.53.93#4
2Claude Sonnet 5.53.85#11
3GPT-6 Astra3.69#6
4GPT-6.1 Sol3.63#7
5Claude Haiku 5.53.49#40
6Kimi K33.34#30
7MiMo-V2.6-Pro3.28#38
8DeepSeek V4.1 Flash3.28#35
9Gemini 3.8 Flash3.12#24
10GLM-5.3 Flash3.07#71
11Qwen 3.8 Flash2.97#55
12GPT-6 Luna2.88#59
13Qwen 3.8 27B2.65#111
14Qwen 3.8 Max2.52#31
15MiniMax-M31.59#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-i2v-cc · How It Works · Data refreshed daily, snapshot 2026-10-22.