Outcome sources: Wherever service provider numbers will not be out there we report quantities from leaderboards reporting final results on these benchmarks: Humanity's Past Exam effects are sourced from and , LiveCodeBench outcomes are from (one/one/2025 - 5/1/2025 during the UI), Aider Polyglot figures originate from . Information originate from .