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 52. 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 reasoning, where it averages 71.8 against 49.4. The single biggest benchmark swing on the page is HumanEval, 59 to 87.2. GPT-4o mini does hit back in coding, so the answer changes if that is the part of the workload you care about most.
GPT-4o mini is also the more expensive model on tokens at $0.15 input / $0.60 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Nemotron 3 Super 120B A12B. That is roughly Infinityx on output cost alone. Nemotron 3 Super 120B A12B gives you the larger context window at 256K, compared with 128K for GPT-4o mini.
Pick Nemotron 3 Super 120B A12B if you want the stronger benchmark profile. GPT-4o mini only becomes the better choice if coding is the priority.
Nemotron 3 Super 120B A12B
55.3
GPT-4o mini
50.9
Nemotron 3 Super 120B A12B
44.2
GPT-4o mini
65
Nemotron 3 Super 120B A12B
60.4
GPT-4o mini
60.2
Nemotron 3 Super 120B A12B
71.8
GPT-4o mini
49.4
Nemotron 3 Super 120B A12B
55.8
GPT-4o mini
62
Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.
Nemotron 3 Super 120B A12B
81.5
GPT-4o mini
74.7
Comparable scores for this category are coming soon. One or both models do not have sourced results here yet.
Nemotron 3 Super 120B A12B is ahead overall, 61 to 52. The biggest single separator in this matchup is HumanEval, where the scores are 59 and 87.2.
GPT-4o mini has the edge for knowledge tasks in this comparison, averaging 62 versus 55.8. Inside this category, MMLU is the benchmark that creates the most daylight between them.
GPT-4o mini has the edge for coding in this comparison, averaging 65 versus 44.2. Inside this category, HumanEval 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 49.4. 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 50.9. Inside this category, BrowseComp 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 60.2. Inside this category, OfficeQA Pro 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 74.7. Inside this category, MMLU-ProX is the benchmark that creates the most daylight between them.
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