Qwen3.8 Omni Report - OmniCap-IF - ISR: leaderboard

Metric: ISR (%). Source: arxiv.org. Saturation forecast: Around 2029. 5 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3.8 Flash28.3#21
2Qwen3.8 Omni Flash28.2#33
3Muse Spark 1.226.8#62
4Seed 2.0 Lite18.1#141
5Qwen 3.5 Omni Plus14.1#91

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #7 Gemini 4 Argon.

Interactive version: theaggregate.ai/benchmark?slug=qwen3-8-omni-report-omnicap-if-isr · How It Works · Data refreshed daily, snapshot 2026-10-14.