End result resources: Where company quantities usually are not out there we report numbers from leaderboards reporting success on these benchmarks: Humanity's Final Examination effects are sourced from and , LiveCodeBench results are from (one/one/2025 - five/one/2025 during the UI), Aider Polyglot numbers come from . Specifics originate from . For