Final result sources: Where by provider numbers are certainly not available we report numbers from leaderboards reporting results on these benchmarks: Humanity's Final Examination effects are sourced from and , LiveCodeBench outcomes are from (1/1/2025 - 5/one/2025 during the UI), Aider Polyglot quantities originate from . Details come from . For M