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 40. 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 14.1. The single biggest benchmark swing on the page is SWE-bench Verified, 46 to 15.
Nemotron 3 Super 120B A12B gives you the larger context window at 256K, compared with 32K for Llama 4 Behemoth.
Pick Nemotron 3 Super 120B A12B if you want the stronger benchmark profile. Llama 4 Behemoth only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.
Nemotron 3 Super 120B A12B
55.3
Llama 4 Behemoth
34.6
Nemotron 3 Super 120B A12B
44.2
Llama 4 Behemoth
14.1
Nemotron 3 Super 120B A12B
60.4
Llama 4 Behemoth
55.1
Nemotron 3 Super 120B A12B
71.8
Llama 4 Behemoth
47.1
Nemotron 3 Super 120B A12B
55.8
Llama 4 Behemoth
36.7
Nemotron 3 Super 120B A12B
86
Llama 4 Behemoth
68
Nemotron 3 Super 120B A12B
81.5
Llama 4 Behemoth
62.8
Nemotron 3 Super 120B A12B
74.6
Llama 4 Behemoth
52.9
Nemotron 3 Super 120B A12B is ahead overall, 61 to 40. The biggest single separator in this matchup is SWE-bench Verified, where the scores are 46 and 15.
Nemotron 3 Super 120B A12B has the edge for knowledge tasks in this comparison, averaging 55.8 versus 36.7. 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 14.1. Inside this category, SWE-bench Verified 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 52.9. Inside this category, MATH-500 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 47.1. Inside this category, LongBench v2 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 34.6. 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 55.1. 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 68. 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 62.8. Inside this category, MGSM is the benchmark that creates the most daylight between them.
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