Rankings / NVIDIA
Nvidia Nemotron 3 Super 120B A12b
open weightsreleased 2026-03-11
BenchAtlas Index
as of 2026-09-11
thinking
rank #304
7 families · 4 categories · medium
Benchmark evidence
30 results
agentic coding
| τ²-Bench | thinking | 67.8 % | independent | Artificial Analysis |
| τ²-Bench subset=banking | thinking | 10.3 % | independent | Artificial Analysis |
coding
| SciCode | thinking | 36.0 % | independent | Artificial Analysis |
external indices
| AA Coding Index | thinking | 37.7 points | independent | Artificial Analysis |
| Intelligence Index v4.1 | thinking | 25.7 points | independent | Artificial Analysis |
human preference
| Coding (style control)older version arena=text · category=coding · style_control=true | 1408.5 1394.8–1422.3 | community | LMArena Leaderboard Dataset | |
| Industry Software And It Services (style control)older version arena=text · category=industry_software_and_it_services · style_control=true | 1404.3 1392.9–1415.6 | community | LMArena Leaderboard Dataset | |
| Chinese (style control)older version arena=text · category=chinese · style_control=true | 1398.9 1373.2–1424.6 | community | LMArena Leaderboard Dataset | |
| Hard Prompts English (style control)older version arena=text · category=hard_prompts_english · style_control=true | 1391.9 1377.8–1406.0 | community | LMArena Leaderboard Dataset | |
| Expert (style control)older version arena=text · category=expert · style_control=true | 1391.9 1368.2–1415.6 | community | LMArena Leaderboard Dataset | |
| English (style control)older version arena=text · category=english · style_control=true | 1383.5 1372.9–1394.1 | community | LMArena Leaderboard Dataset | |
| Hard Prompts (style control)older version arena=text · category=hard_prompts · style_control=true | 1380.1 1370.7–1389.5 | community | LMArena Leaderboard Dataset | |
| Math (style control)older version arena=text · category=math · style_control=true | 1374.5 1349.2–1399.8 | 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 | 1368.2 1351.0–1385.4 | community | LMArena Leaderboard Dataset | |
| Industry Legal And Government (style control)older version arena=text · category=industry_legal_and_government · style_control=true | 1367.8 1342.2–1393.4 | community | LMArena Leaderboard Dataset | |
| Overall (style control) arena=text · category=overall · style_control=true | 1360.7 1353.4–1368.0 | community | LMArena Leaderboard Dataset | |
| Longer Query (style control)older version arena=text · category=longer_query · style_control=true | 1360.4 1347.7–1373.0 | 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 | 1350.3 1334.9–1365.8 | community | LMArena Leaderboard Dataset | |
| Multi Turn (style control)older version arena=text · category=multi_turn · style_control=true | 1349.1 1332.8–1365.5 | community | LMArena Leaderboard Dataset | |
| Instruction Following (style control)older version arena=text · category=instruction_following · style_control=true | 1345.3 1332.4–1358.3 | community | LMArena Leaderboard Dataset | |
| Non English (style control)older version arena=text · category=non_english · style_control=true | 1337.8 1328.9–1346.8 | community | LMArena Leaderboard Dataset | |
| Russian (style control)older version arena=text · category=russian · style_control=true | 1329.8 1310.5–1349.0 | 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 | 1325.0 1310.5–1339.5 | community | LMArena Leaderboard Dataset | |
| Exclude Ties (style control)older version arena=text · category=exclude_ties · style_control=true | 1323.3 1312.9–1333.7 | 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 | 1315.3 1298.2–1332.5 | community | LMArena Leaderboard Dataset | |
| Creative Writing (style control)older version arena=text · category=creative_writing · style_control=true | 1303.2 1284.8–1321.6 | community | LMArena Leaderboard Dataset |
knowledge science
| GPQA Diamond implementation=artificial-analysis | thinking | 80.0 % | independent | Artificial Analysis |
| Humanity's Last Exam implementation=artificial-analysis | thinking | 20.8 % | independent | Artificial Analysis |
long context instruction
| AA-LCR | thinking | 60.3 % | independent | Artificial Analysis |
| IFBench | thinking | 71.5 % | independent | Artificial Analysis |
Agent + model results
systems, not bare-model scores
| agent + model Artificial Analysis harness + Nvidia Nemotron 3 Super 120B A12b | Terminal-Bench 2.1 | 38.6 % | independent | Artificial Analysis |
| agent + model Artificial Analysis harness + Nvidia Nemotron 3 Super 120B A12b | Terminal-Bench Hard | 28.8 % | independent | Artificial Analysis |
These scores measure the whole agent system (scaffold, tools, budgets) — they are never merged into the bare model’s numbers.