VibePrevisBench - Scene - All: leaderboard

VibePrevisBench - Scene - All. VibePrevisBench frozen paper Table1:242 Blender4D tasks,94script39photo23continuation86video,agent writes/runs Blender Python. Scene score is rule-based84,406hidden facts; Screen score Gemini4Argon VLM judge (photo recognition only). Failed runs score0. All is weighted native aggregate; overall mean of SceneAll andScreenAll. Harness and exact effort are observation settings, not checkpoints. README values are native one-decimal report; JSON provides two-decimal aggregate separately. Metric: Score (%). Higher is better.

Metric: Score (%). Source: raw.githubusercontent.com. Saturation forecast: Around August 2027. 11 models tracked.

Top models

#ModelScoreOverall rank
1GPT-6 Astra70.02#6
2GPT-6.1 Sol69#10
3Claude Opus 5.568.45#5
4Gemini 4 Argon68.38#11
5GPT-5.6 Sol62.88#30
6Kimi K361.51#54
7DeepSeek V4.1 Flash61.28#59
8Gemini 3.8 Flash60.67#36
9GLM-5.3 Flash57.85#122
10Muse Spark 1.357.24#46
11Seed 2.1 Pro56.34#135

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon.

Interactive version: theaggregate.ai/benchmark?slug=vibeprevisbench-scene-all · How It Works · Data refreshed daily, snapshot 2026-11-13.