Reflection Beam Preview 2026-10-05 - CriPT AA: leaderboard

Oct5 prerelease evaluation, publisher says final red-teaming ongoing and weights forthcoming. Beam identity is date-qualified and never merged with final Oct16. Comparator exact printed model labels retained; effort/precision unreported. Public split and context-management qualifiers retained. NR cells explicitly pinned missing; a populated missing cell requires review. Metric: Score (%). Higher is better. Source: https://reflection.ai/blog/introducing-beam

Metric: Score (%). Source: reflection.ai. Saturation forecast: Around February 2028. 8 models tracked.

Top models

#ModelScoreOverall rank
1Kimi K323.4#29
2GLM-5.220.9#71
3Qwen 3.8 Max20#31
4GLM-5.319.1#40
5DeepSeek V4.1 Flash14.3#35
6Inkling5.4#123
7Nemotron 3 Ultra3.1#240

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

Interactive version: theaggregate.ai/benchmark?slug=reflection-beam-preview-2026-10-05-cript-aa · How It Works · Data refreshed daily, snapshot 2026-10-17.