Rankings / allenai
Olmo 3.1 32B Think
open weightsreleased 2025-12-12
BenchAtlas Index
as of 2026-07-14
base configuration
rank #384
9 families · 5 categories · high
Benchmark evidence
31 results
agentic coding
| τ²-Bench | 0.0 % | independent | Artificial Analysis |
coding
| LiveCodeBench v6 implementation=artificial-analysis | 69.5 % | independent | Artificial Analysis | |
| SciCode | 29.3 % | independent | Artificial Analysis |
external indices
| Intelligence Index v4.1 | 8.1 points | independent | Artificial Analysis | |
| AA Math Index | 77.3 points | independent | Artificial Analysis |
human preference
| Hard Prompts English (style control)older version arena=text · category=hard_prompts_english · style_control=true | 1345.7 1332.6–1358.9 | community | LMArena Leaderboard Dataset | |
| English (style control)older version arena=text · category=english · style_control=true | 1343.0 1333.3–1352.6 | community | LMArena Leaderboard Dataset | |
| Coding (style control)older version arena=text · category=coding · style_control=true | 1338.2 1322.8–1353.6 | community | LMArena Leaderboard Dataset | |
| Industry Software And It Services (style control)older version arena=text · category=industry_software_and_it_services · style_control=true | 1330.8 1319.2–1342.4 | community | LMArena Leaderboard Dataset | |
| Expert (style control)older version arena=text · category=expert · style_control=true | 1323.6 1296.8–1350.5 | community | LMArena Leaderboard Dataset | |
| Industry Life And Physical And Social Science (style control)older version arena=text · category=industry_life_and_physical_and_social_science · style_control=true | 1305.1 1288.7–1321.6 | community | LMArena Leaderboard Dataset | |
| Hard Prompts (style control)older version arena=text · category=hard_prompts · style_control=true | 1305.0 1295.5–1314.5 | community | LMArena Leaderboard Dataset | |
| Longer Query (style control)older version arena=text · category=longer_query · style_control=true | 1301.8 1288.0–1315.5 | community | LMArena Leaderboard Dataset | |
| Industry Legal And Government (style control)older version arena=text · category=industry_legal_and_government · style_control=true | 1297.7 1273.6–1321.8 | community | LMArena Leaderboard Dataset | |
| Industry Medicine And Healthcare (style control)older version arena=text · category=industry_medicine_and_healthcare · style_control=true | 1286.3 1260.1–1312.6 | community | LMArena Leaderboard Dataset | |
| Overall (style control) arena=text · category=overall · style_control=true | 1285.0 1277.8–1292.2 | community | LMArena Leaderboard Dataset | |
| Industry Business And Management And Financial Operations (style control)older version arena=text · category=industry_business_and_management_and_financial_operations · style_control=true | 1279.4 1263.7–1295.1 | community | LMArena Leaderboard Dataset | |
| Instruction Following (style control)older version arena=text · category=instruction_following · style_control=true | 1278.4 1265.1–1291.6 | community | LMArena Leaderboard Dataset | |
| Industry Writing And Literature And Language (style control)older version arena=text · category=industry_writing_and_literature_and_language · style_control=true | 1269.3 1255.5–1283.1 | community | LMArena Leaderboard Dataset | |
| Multi Turn (style control)older version arena=text · category=multi_turn · style_control=true | 1266.7 1248.9–1284.4 | community | LMArena Leaderboard Dataset | |
| Industry Entertainment And Sports And Media (style control)older version arena=text · category=industry_entertainment_and_sports_and_media · style_control=true | 1255.5 1240.8–1270.3 | community | LMArena Leaderboard Dataset | |
| Creative Writing (style control)older version arena=text · category=creative_writing · style_control=true | 1246.4 1229.5–1263.4 | community | LMArena Leaderboard Dataset | |
| Non English (style control)older version arena=text · category=non_english · style_control=true | 1226.0 1216.4–1235.6 | community | LMArena Leaderboard Dataset | |
| Russian (style control)older version arena=text · category=russian · style_control=true | 1223.3 1202.6–1244.0 | community | LMArena Leaderboard Dataset | |
| Exclude Ties (style control)older version arena=text · category=exclude_ties · style_control=true | 1208.6 1197.3–1219.9 | community | LMArena Leaderboard Dataset |
knowledge science
| GPQA Diamond implementation=artificial-analysis | 59.1 % | independent | Artificial Analysis | |
| Humanity's Last Exam implementation=artificial-analysis | 6.0 % | independent | Artificial Analysis | |
| MMLU-Pro implementation=artificial-analysis | 76.3 % | independent | Artificial Analysis |
long context instruction
| AA-LCR | 0.0 % | independent | Artificial Analysis | |
| IFBench | 66.0 % | independent | Artificial Analysis |
reasoning math
| AIME year=2025 · implementation=artificial-analysis | 77.3 % | independent | Artificial Analysis |
Agent + model results
systems, not bare-model scores
| agent + model Artificial Analysis harness + Olmo 3.1 32B Think | Terminal-Bench Hard | 0.0 % | independent | Artificial Analysis |
These scores measure the whole agent system (scaffold, tools, budgets) — they are never merged into the bare model’s numbers.