Consequence resources: Where supplier numbers are certainly not offered we report quantities from leaderboards reporting results on these benchmarks: Humanity's Final Examination results are sourced from and , LiveCodeBench final results are from (one/1/2025 - five/1/2025 during the UI), Aider Polyglot quantities originate from . FACTS come from .