Atlas

Models

← All models

Olmo 3.1 32B Think

Allen Institute for AI (Ai2) · 2025-12-12 · 32.2B parameters

Olmo 3.1 32B Think is Ai2's fully open 32B reasoning model, produced by continuing the Olmo 3 Think reinforcement-learning run for an additional 21 days on 224 GPUs. It generates long chain-of-thought reasoning for math, coding, and other multi-step tasks, and Ai2 releases its weights, training data, code, and intermediate checkpoints.

Benchmark scores

BenchmarkScore
AA-LCR0.0
AA-Omniscience Index-44.1
AIME 202577.3
Arena Text — Business, Management & Financial Ops (No Style Control)1253
Arena Text — Chinese (No Style Control)1253
Arena Text — Creative Writing (No Style Control)1224
Arena Text — English (No Style Control)1336
Arena Text — Entertainment, Sports & Media (No Style Control)1235
Arena Text — Exclude Ties (No Style Control)1188
Arena Text — Exclude Ties (Style Controlled)1209
Arena Text — Expert (No Style Control)1285
Arena Text — French (No Style Control)1259
Arena Text — French (Style Controlled)1282
Arena Text — German (No Style Control)1248
Arena Text — Hard Prompts (No Style Control)1272
Arena Text — Hard Prompts English (No Style Control)1322
Arena Text — Instruction Following (No Style Control)1244
Arena Text — Legal & Government (No Style Control)1279
Arena Text — Life, Physical & Social Science (No Style Control)1284
Arena Text — Longer Query (No Style Control)1266
Arena Text — Medicine & Healthcare (No Style Control)1259
Arena Text — Multi-turn (No Style Control)1251
Arena Text — Non-English (No Style Control)1205
Arena Text — Non-English (Style Controlled)1226
Arena Text — Occupational Mathematical (No Style Control)1300
Arena Text — Polish (No Style Control)1187
Arena Text — Polish (Style Controlled)1201
Arena Text — Russian (No Style Control)1191
Arena Text — Software & IT Services (No Style Control)1299
Arena Text — Spanish (No Style Control)1290
Loading Atlas data…