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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-LCR v1.10.0
AA-Omniscience Index-43.4
AIME 2025 (Artificial Analysis avg@10)77.3
Arena Text — Business, Management & Financial Ops (No Style Control)1253
Arena Text — Chinese (No Style Control)1241
Arena Text — Creative Writing (No Style Control)1227
Arena Text — English (No Style Control)1345
Arena Text — Entertainment, Sports & Media (No Style Control)1237
Arena Text — Exclude Ties (No Style Control)1190
Arena Text — Exclude Ties (Style Controlled)1211
Arena Text — Expert (No Style Control)1295
Arena Text — French (No Style Control)1261
Arena Text — French (Style Controlled)1282
Arena Text — German (No Style Control)1262
Arena Text — Hard Prompts (No Style Control)1272
Arena Text — Hard Prompts English (No Style Control)1329
Arena Text — Instruction Following (No Style Control)1246
Arena Text — Legal & Government (No Style Control)1287
Arena Text — Life, Physical & Social Science (No Style Control)1290
Arena Text — Longer Query (No Style Control)1271
Arena Text — Medicine & Healthcare (No Style Control)1260
Arena Text — Multi-turn (No Style Control)1250
Arena Text — Non-English (No Style Control)1209
Arena Text — Non-English (Style Controlled)1231
Arena Text — Occupational Mathematical (No Style Control)1311
Arena Text — Polish (No Style Control)1190
Arena Text — Polish (Style Controlled)1206
Arena Text — Russian (No Style Control)1192
Arena Text — Software & IT Services (No Style Control)1301
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