Outcome sources: Where provider figures are usually not offered we report figures from leaderboards reporting benefits on these benchmarks: Humanity's Past Exam final results are sourced from and , LiveCodeBench benefits are from (one/one/2025 - five/1/2025 while in the UI), Aider Polyglot numbers originate from . Details originate from . https://carolynb345iea1.hazeronwiki.com/user