Scores remain the work of their evaluating organizations — Artificial Analysis, Epoch AI (CC-BY 4.0), LiveBench, SWE-bench, LMArena (CC-BY 4.0), ARC Prize and others — each credited and linked wherever their data appears. BenchAtlas adds normalization, comparability labelling and provenance.