EvaOmni - Overall - Bottleneck Grounded Score: leaderboard

EvaOmni (2026):1027questions from392videos,1FPS and480px long side with audio; shared prompt. Open non-MiMo models use recommended card configurations on8H20GPUs; MiMo and closed models use official APIs. Coverage/bottleneck grounding score correct answers against annotated audio and visual intervals; expert reference uses replay and is retained separately. Score (%).

Metric: Score (%). Source: arxiv.org. Saturation forecast: Around 2029. 24 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3.7 Flash35.1#22
2Gemini 3.8 Flash33.6#24
3Gemini 3.6 Flash31.7#51
4Gemini 3.1 Pro (Preview)29.8#60
5Gemini 2.5 Pro28.9#154
6Gemini 3.5 Flash25.6#61
7MiMo-V2.520.5#197
8MiMo-V2.6-Flash19.3#73
9Gemini 4 Argon19.1#8
10MiMo-V2.6-Pro18.1#38
11Gemini 2.5 Flash16.9#246
12Gemini 3.5 Flash Lite16.3#159
13Gemini 3.1 Flash Lite (Preview)15.6#198
14Gemini 3.1 Flash Lite15.2#194
15Qwen3.8 Omni Flash14.4#33

No result here: #4 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=evaomni-overall-bottleneck-grounded-score · How It Works · Data refreshed daily, snapshot 2026-10-22.