{"data":{"slug":"mmlu","etype":"benchmark","name":"MMLU & MMLU-Pro","cat":"Capability","subtitle":"The default knowledge exam of 2020–24 — now saturated.","summary":"MMLU's 57-subject multiple-choice exam was the standard capability score from GPT-3 (43.9%) to the high-80s frontier plateau; MMLU-Pro hardened it as scores saturated. Its arc is the pattern every benchmark follows: introduced, climbed, saturated, replaced.","attrs":null,"kf":null,"aliases":["MMLU-Pro"],"ticker":null,"exchange":null,"hq":null,"founded":null,"website":null,"status":null,"region":null,"asof":"2026-01-15","sources":[{"url":"https://arxiv.org/abs/2009.03300","label":"MMLU paper"}]},"meta":{"found":true,"count":1,"served_from":"site cache (no live upstream calls)","as_of":"2026-10-14T06:34:47+00:00","disclaimer":"Research and information only — not investment advice. Structured records carry basis labels (vendor spec / reported / estimate); market quotes are delayed/indicative.","attribution":"Records compiled from vendor documentation, official filings and reputable public reporting; market quotes via financial data providers. See /data-sources."}}