Rankings / allenai
Olmo 3.1 32B Think
open weightsreleased 2025-12-12
BenchAtlas Index
as of 2026-09-11
base configuration
rank #407
9 families · 5 categories · high
Benchmark evidence
32 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 | 7.1 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 | 1348.1 1333.6–1362.6 | community | LMArena Leaderboard Dataset | |
| English (style control)older version arena=text · category=english · style_control=true | 1347.5 1337.1–1357.9 | community | LMArena Leaderboard Dataset | |
| Coding (style control)older version arena=text · category=coding · style_control=true | 1340.2 1324.5–1355.9 | community | LMArena Leaderboard Dataset | |
| Expert (style control)older version arena=text · category=expert · style_control=true | 1334.3 1308.0–1360.5 | community | LMArena Leaderboard Dataset | |
| Industry Software And It Services (style control)older version arena=text · category=industry_software_and_it_services · style_control=true | 1332.8 1320.8–1344.8 | 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 | 1308.3 1291.7–1324.9 | community | LMArena Leaderboard Dataset | |
| Longer Query (style control)older version arena=text · category=longer_query · style_control=true | 1304.7 1290.9–1318.4 | community | LMArena Leaderboard Dataset | |
| Hard Prompts (style control)older version arena=text · category=hard_prompts · style_control=true | 1304.6 1295.0–1314.2 | community | LMArena Leaderboard Dataset | |
| Industry Legal And Government (style control)older version arena=text · category=industry_legal_and_government · style_control=true | 1300.1 1275.5–1324.7 | community | LMArena Leaderboard Dataset | |
| Industry Medicine And Healthcare (style control)older version arena=text · category=industry_medicine_and_healthcare · style_control=true | 1288.1 1261.4–1314.7 | community | LMArena Leaderboard Dataset | |
| Overall (style control) arena=text · category=overall · style_control=true | 1285.6 1278.3–1293.0 | community | LMArena Leaderboard Dataset | |
| Instruction Following (style control)older version arena=text · category=instruction_following · style_control=true | 1278.5 1265.1–1291.9 | 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 | 1277.5 1261.3–1293.6 | community | LMArena Leaderboard Dataset | |
| Chinese (style control)older version arena=text · category=chinese · style_control=true | 1271.2 1247.0–1295.4 | 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 1255.2–1283.3 | community | LMArena Leaderboard Dataset | |
| Multi Turn (style control)older version arena=text · category=multi_turn · style_control=true | 1265.9 1247.7–1284.2 | 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 | 1255.1 1240.1–1270.2 | community | LMArena Leaderboard Dataset | |
| Creative Writing (style control)older version arena=text · category=creative_writing · style_control=true | 1246.7 1229.4–1264.1 | community | LMArena Leaderboard Dataset | |
| Non English (style control)older version arena=text · category=non_english · style_control=true | 1231.3 1221.9–1240.6 | community | LMArena Leaderboard Dataset | |
| Russian (style control)older version arena=text · category=russian · style_control=true | 1223.4 1204.2–1242.7 | community | LMArena Leaderboard Dataset | |
| Exclude Ties (style control)older version arena=text · category=exclude_ties · style_control=true | 1209.7 1198.2–1221.1 | community | LMArena Leaderboard Dataset |
knowledge science
| GPQA Diamond implementation=artificial-analysis | 59.1 % | independent | Artificial Analysis | |
| Humanity's Last Exam implementation=artificial-analysis | 6.3 % | 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.