Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.
Nemotron 3 Super 120B A12B is clearly ahead on the aggregate, 61 to 47. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Nemotron 3 Super 120B A12B's sharpest advantage is in coding, where it averages 44.2 against 26.4. The single biggest benchmark swing on the page is LiveCodeBench, 42 to 21.
Nemotron 3 Super 120B A12B gives you the larger context window at 256K, compared with 128K for Moonshot v1.
Pick Nemotron 3 Super 120B A12B if you want the stronger benchmark profile. Moonshot v1 only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.
Nemotron 3 Super 120B A12B
55.3
Moonshot v1
42.2
Nemotron 3 Super 120B A12B
44.2
Moonshot v1
26.4
Nemotron 3 Super 120B A12B
60.4
Moonshot v1
52.6
Nemotron 3 Super 120B A12B
71.8
Moonshot v1
55.5
Nemotron 3 Super 120B A12B
55.8
Moonshot v1
42.3
Nemotron 3 Super 120B A12B
86
Moonshot v1
77
Nemotron 3 Super 120B A12B
81.5
Moonshot v1
69.8
Nemotron 3 Super 120B A12B
74.6
Moonshot v1
61
Nemotron 3 Super 120B A12B is ahead overall, 61 to 47. The biggest single separator in this matchup is LiveCodeBench, where the scores are 42 and 21.
Nemotron 3 Super 120B A12B has the edge for knowledge tasks in this comparison, averaging 55.8 versus 42.3. Inside this category, FrontierScience is the benchmark that creates the most daylight between them.
Nemotron 3 Super 120B A12B has the edge for coding in this comparison, averaging 44.2 versus 26.4. Inside this category, LiveCodeBench is the benchmark that creates the most daylight between them.
Nemotron 3 Super 120B A12B has the edge for math in this comparison, averaging 74.6 versus 61. Inside this category, AIME 2023 is the benchmark that creates the most daylight between them.
Nemotron 3 Super 120B A12B has the edge for reasoning in this comparison, averaging 71.8 versus 55.5. Inside this category, MRCRv2 is the benchmark that creates the most daylight between them.
Nemotron 3 Super 120B A12B has the edge for agentic tasks in this comparison, averaging 55.3 versus 42.2. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
Nemotron 3 Super 120B A12B has the edge for multimodal and grounded tasks in this comparison, averaging 60.4 versus 52.6. Inside this category, OfficeQA Pro is the benchmark that creates the most daylight between them.
Nemotron 3 Super 120B A12B has the edge for instruction following in this comparison, averaging 86 versus 77. Inside this category, IFEval is the benchmark that creates the most daylight between them.
Nemotron 3 Super 120B A12B has the edge for multilingual tasks in this comparison, averaging 81.5 versus 69.8. Inside this category, MGSM is the benchmark that creates the most daylight between them.
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