Outcome sources: Where by provider numbers will not be available we report figures from leaderboards reporting success on these benchmarks: Humanity's Last Exam final results are sourced from and , LiveCodeBench effects are from (one/one/2025 - five/1/2025 from the UI), Aider Polyglot quantities