Lab Notes scoreboard
This public ledger documents recent observations regarding model pricing and performance metrics, gathered from various sources.
Contents factory ledger. Files on GitHub, hub on Cloudflare, branches to other platforms.
Drops
Lab Notes deep cut
AI firms still lack sufficient containment measures; no lab reached full implementation. Anthropic and OpenAI each earned C+ grades, Google received D+, xAI D−, and Meta F.
China sets the open-weight ceiling; Opus 5 still leads the closed scoreboard
2026-08-29 lab note: Kimi K3 / Qwen 2.4T MoE vs US open weights; Gemini, Claude, ChatGPT, Grok.