Nemotron 3 Super 120B A12B vs Ministral 3 3B

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 27. 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 30.1. The single biggest benchmark swing on the page is LongBench v2, 77 to 32.

Nemotron 3 Super 120B A12B gives you the larger context window at 256K, compared with 128K for Ministral 3 3B.

Quick Verdict

Pick Nemotron 3 Super 120B A12B if you want the stronger benchmark profile. Ministral 3 3B only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.

Agentic

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

55.3

Ministral 3 3B

22.9

55
Terminal-Bench 2.0
19
59
BrowseComp
33
53
OSWorld-Verified
20

Coding

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

44.2

Ministral 3 3B

6.2

59
HumanEval
15
46
SWE-bench Verified
8
42
LiveCodeBench
7
46
SWE-bench Pro
5

Multimodal & Grounded

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

60.4

Ministral 3 3B

30.4

55
MMMU-Pro
25
67
OfficeQA Pro
37

Reasoning

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

71.8

Ministral 3 3B

30.1

64
SimpleQA
22
62
MuSR
20
88
BBH
57
77
LongBench v2
32
77
MRCRv2
35

Knowledge

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

55.8

Ministral 3 3B

24.5

68
MMLU
24
67
GPQA
23
65
SuperGPQA
21
63
OpenBookQA
19
75
MMLU-Pro
48
16
HLE
1
66
FrontierScience
28

Instruction Following

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

86

Ministral 3 3B

67

86
IFEval
67

Multilingual

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

81.5

Ministral 3 3B

59.7

86
MGSM
61
79
MMLU-ProX
59

Mathematics

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

74.6

Ministral 3 3B

36

67
AIME 2023
23
69
AIME 2024
25
68
AIME 2025
24
63
HMMT Feb 2023
19
65
HMMT Feb 2024
21
64
HMMT Feb 2025
20
66
BRUMO 2025
22
85
MATH-500
53

Frequently Asked Questions

Which is better, Nemotron 3 Super 120B A12B or Ministral 3 3B?

Nemotron 3 Super 120B A12B is ahead overall, 61 to 27. The biggest single separator in this matchup is LongBench v2, where the scores are 77 and 32.

Which is better for knowledge tasks, Nemotron 3 Super 120B A12B or Ministral 3 3B?

Nemotron 3 Super 120B A12B has the edge for knowledge tasks in this comparison, averaging 55.8 versus 24.5. Inside this category, MMLU is the benchmark that creates the most daylight between them.

Which is better for coding, Nemotron 3 Super 120B A12B or Ministral 3 3B?

Nemotron 3 Super 120B A12B has the edge for coding in this comparison, averaging 44.2 versus 6.2. Inside this category, HumanEval is the benchmark that creates the most daylight between them.

Which is better for math, Nemotron 3 Super 120B A12B or Ministral 3 3B?

Nemotron 3 Super 120B A12B has the edge for math in this comparison, averaging 74.6 versus 36. Inside this category, AIME 2023 is the benchmark that creates the most daylight between them.

Which is better for reasoning, Nemotron 3 Super 120B A12B or Ministral 3 3B?

Nemotron 3 Super 120B A12B has the edge for reasoning in this comparison, averaging 71.8 versus 30.1. Inside this category, LongBench v2 is the benchmark that creates the most daylight between them.

Which is better for agentic tasks, Nemotron 3 Super 120B A12B or Ministral 3 3B?

Nemotron 3 Super 120B A12B has the edge for agentic tasks in this comparison, averaging 55.3 versus 22.9. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.

Which is better for multimodal and grounded tasks, Nemotron 3 Super 120B A12B or Ministral 3 3B?

Nemotron 3 Super 120B A12B has the edge for multimodal and grounded tasks in this comparison, averaging 60.4 versus 30.4. Inside this category, MMMU-Pro is the benchmark that creates the most daylight between them.

Which is better for instruction following, Nemotron 3 Super 120B A12B or Ministral 3 3B?

Nemotron 3 Super 120B A12B has the edge for instruction following in this comparison, averaging 86 versus 67. Inside this category, IFEval is the benchmark that creates the most daylight between them.

Which is better for multilingual tasks, Nemotron 3 Super 120B A12B or Ministral 3 3B?

Nemotron 3 Super 120B A12B has the edge for multilingual tasks in this comparison, averaging 81.5 versus 59.7. Inside this category, MGSM is the benchmark that creates the most daylight between them.

Last updated: March 12, 2026

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