Rankings / MiniMax
Minimax M2
released 2025-10-26
BenchAtlas Index
as of 2026-07-14
base configuration
rank #236
10 families · 5 categories · high
Benchmark evidence
27 results
agentic coding
| τ²-Bench | 86.8 % | independent | Artificial Analysis |
coding
| LiveCodeBench v6 implementation=artificial-analysis | 82.6 % | independent | Artificial Analysis | |
| SciCode | 36.1 % | independent | Artificial Analysis |
external indices
| Intelligence Index v4.1 | 28.3 points | independent | Artificial Analysis | |
| AA Math Index | 78.3 points | independent | Artificial Analysis |
human preference
| Hard Prompts English (style control)older version arena=text · category=hard_prompts_english · style_control=true | 1387.7 1374.2–1401.1 | community | LMArena Leaderboard Dataset | |
| Industry Software And It Services (style control)older version arena=text · category=industry_software_and_it_services · style_control=true | 1385.7 1373.7–1397.7 | community | LMArena Leaderboard Dataset | |
| Coding (style control)older version arena=text · category=coding · style_control=true | 1384.3 1369.2–1399.4 | community | LMArena Leaderboard Dataset | |
| English (style control)older version arena=text · category=english · style_control=true | 1370.7 1360.4–1381.1 | community | LMArena Leaderboard Dataset | |
| Hard Prompts (style control)older version arena=text · category=hard_prompts · style_control=true | 1368.5 1358.5–1378.4 | community | LMArena Leaderboard Dataset | |
| Multi Turn (style control)older version arena=text · category=multi_turn · style_control=true | 1364.0 1346.4–1381.6 | 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 | 1356.6 1338.4–1374.9 | 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 | 1348.9 1332.4–1365.4 | community | LMArena Leaderboard Dataset | |
| Overall (style control) arena=text · category=overall · style_control=true | 1346.0 1338.2–1353.7 | community | LMArena Leaderboard Dataset | |
| Longer Query (style control)older version arena=text · category=longer_query · style_control=true | 1343.2 1328.2–1358.1 | community | LMArena Leaderboard Dataset | |
| Instruction Following (style control)older version arena=text · category=instruction_following · style_control=true | 1339.1 1326.0–1352.2 | community | LMArena Leaderboard Dataset | |
| Non English (style control)older version arena=text · category=non_english · style_control=true | 1316.3 1305.9–1326.6 | community | LMArena Leaderboard Dataset | |
| Exclude Ties (style control)older version arena=text · category=exclude_ties · style_control=true | 1303.4 1292.7–1314.1 | 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 | 1301.7 1284.5–1318.9 | 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 | 1301.5 1285.8–1317.3 | community | LMArena Leaderboard Dataset | |
| Creative Writing (style control)older version arena=text · category=creative_writing · style_control=true | 1287.5 1267.0–1307.9 | community | LMArena Leaderboard Dataset |
knowledge science
| GPQA Diamond implementation=artificial-analysis | 77.7 % | independent | Artificial Analysis | |
| Humanity's Last Exam implementation=artificial-analysis | 12.5 % | independent | Artificial Analysis | |
| MMLU-Pro implementation=artificial-analysis | 82.0 % | independent | Artificial Analysis |
long context instruction
| AA-LCR | 61.0 % | independent | Artificial Analysis | |
| IFBench | 72.3 % | independent | Artificial Analysis |
reasoning math
| AIME year=2025 · implementation=artificial-analysis | 78.3 % | independent | Artificial Analysis |
Agent + model results
systems, not bare-model scores
| agent + model mini-SWE-agent + Minimax M2 | SWE-bench bash-only | 61.0 % | community | SWE-bench Leaderboard |
| agent + model mini-SWE-agent + Minimax M2 | SWE-bench Verified | 61.0 % | community | SWE-bench Leaderboard |
| agent + model mini-SWE-agent + Minimax M2 | SWE-bench Verified | 0.4 usd_per_task | community | SWE-bench Leaderboard |
| agent + model mini-SWE-agent + Minimax M2 | SWE-bench bash-only | 0.4 usd_per_task | community | SWE-bench Leaderboard |
| agent + model iflow-cli + Minimax M2 | Terminal-Bench 1.0 | 42.0 % | unverified | Terminal-Bench Leaderboard |
| agent + model Artificial Analysis harness + Minimax M2 | Terminal-Bench Hard | 25.8 % | independent | Artificial Analysis |
These scores measure the whole agent system (scaffold, tools, budgets) — they are never merged into the bare model’s numbers.