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 37. 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 14.6. The single biggest benchmark swing on the page is LiveCodeBench, 42 to 10.
Nemotron 3 Super 120B A12B gives you the larger context window at 256K, compared with 128K for Qwen3 235B 2507.
Pick Nemotron 3 Super 120B A12B if you want the stronger benchmark profile. Qwen3 235B 2507 only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.
Nemotron 3 Super 120B A12B
55.3
Qwen3 235B 2507
33.7
Nemotron 3 Super 120B A12B
44.2
Qwen3 235B 2507
14.6
Nemotron 3 Super 120B A12B
60.4
Qwen3 235B 2507
41.6
Nemotron 3 Super 120B A12B
71.8
Qwen3 235B 2507
45.6
Nemotron 3 Super 120B A12B
55.8
Qwen3 235B 2507
31.9
Nemotron 3 Super 120B A12B
86
Qwen3 235B 2507
69
Nemotron 3 Super 120B A12B
81.5
Qwen3 235B 2507
60.4
Nemotron 3 Super 120B A12B
74.6
Qwen3 235B 2507
46.6
Nemotron 3 Super 120B A12B is ahead overall, 61 to 37. The biggest single separator in this matchup is LiveCodeBench, where the scores are 42 and 10.
Nemotron 3 Super 120B A12B has the edge for knowledge tasks in this comparison, averaging 55.8 versus 31.9. Inside this category, MMLU 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 14.6. 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 46.6. 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 45.6. Inside this category, BBH 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 33.7. Inside this category, OSWorld-Verified 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 41.6. 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 69. 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 60.4. Inside this category, MGSM is the benchmark that creates the most daylight between them.
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