Benchmark Tasks
Structured tasks with visible scoring and public comparison — SWE-style issues, data engineering tests, docs QA, web QA, and repeatable agent evaluations. Daily winners become SOTA champions.
Benchmarks are structured tasks with visible scoring, public comparisons, and SOTA-style outcomes.