Nemotron 3 Super 120B A12B vs Ministral 3 14B (Reasoning)

Side-by-side benchmark comparison across agentic, coding, multimodal, knowledge, reasoning, and math workflows.

Nemotron 3 Super 120B A12B finishes one point ahead overall, 61 to 60. That is enough to call, but not enough to treat as a blowout. This matchup comes down to a few meaningful edges rather than one model dominating the board.

Nemotron 3 Super 120B A12B's sharpest advantage is in coding, where it averages 44.2 against 35. The single biggest benchmark swing on the page is MMMU-Pro, 55 to 71. Ministral 3 14B (Reasoning) does hit back in multimodal & grounded, so the answer changes if that is the part of the workload you care about most.

Ministral 3 14B (Reasoning) is the reasoning model in the pair, while Nemotron 3 Super 120B A12B is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use. Nemotron 3 Super 120B A12B gives you the larger context window at 256K, compared with 128K for Ministral 3 14B (Reasoning).

Quick Verdict

Pick Nemotron 3 Super 120B A12B if you want the stronger benchmark profile. Ministral 3 14B (Reasoning) only becomes the better choice if multimodal & grounded is the priority or you want the stronger reasoning-first profile.

Agentic

Ministral 3 14B (Reasoning)

Nemotron 3 Super 120B A12B

55.3

Ministral 3 14B (Reasoning)

58.5

55
Terminal-Bench 2.0
60
59
BrowseComp
61
53
OSWorld-Verified
55

Coding

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

44.2

Ministral 3 14B (Reasoning)

35

59
HumanEval
62
46
SWE-bench Verified
39
42
LiveCodeBench
33
46
SWE-bench Pro
36

Multimodal & Grounded

Ministral 3 14B (Reasoning)

Nemotron 3 Super 120B A12B

60.4

Ministral 3 14B (Reasoning)

71.5

55
MMMU-Pro
71
67
OfficeQA Pro
72

Reasoning

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

71.8

Ministral 3 14B (Reasoning)

69.2

64
SimpleQA
70
62
MuSR
70
88
BBH
80
77
LongBench v2
66
77
MRCRv2
66

Knowledge

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

55.8

Ministral 3 14B (Reasoning)

52.1

68
MMLU
71
67
GPQA
70
65
SuperGPQA
68
63
OpenBookQA
66
75
MMLU-Pro
69
16
HLE
7
66
FrontierScience
62

Instruction Following

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

86

Ministral 3 14B (Reasoning)

81

86
IFEval
81

Multilingual

Nemotron 3 Super 120B A12B

Nemotron 3 Super 120B A12B

81.5

Ministral 3 14B (Reasoning)

77.8

86
MGSM
81
79
MMLU-ProX
76

Mathematics

Ministral 3 14B (Reasoning)

Nemotron 3 Super 120B A12B

74.6

Ministral 3 14B (Reasoning)

75.2

67
AIME 2023
73
69
AIME 2024
75
68
AIME 2025
74
63
HMMT Feb 2023
69
65
HMMT Feb 2024
71
64
HMMT Feb 2025
70
66
BRUMO 2025
72
85
MATH-500
79

Frequently Asked Questions

Which is better, Nemotron 3 Super 120B A12B or Ministral 3 14B (Reasoning)?

Nemotron 3 Super 120B A12B is ahead overall, 61 to 60. The biggest single separator in this matchup is MMMU-Pro, where the scores are 55 and 71.

Which is better for knowledge tasks, Nemotron 3 Super 120B A12B or Ministral 3 14B (Reasoning)?

Nemotron 3 Super 120B A12B has the edge for knowledge tasks in this comparison, averaging 55.8 versus 52.1. Inside this category, HLE is the benchmark that creates the most daylight between them.

Which is better for coding, Nemotron 3 Super 120B A12B or Ministral 3 14B (Reasoning)?

Nemotron 3 Super 120B A12B has the edge for coding in this comparison, averaging 44.2 versus 35. Inside this category, SWE-bench Pro is the benchmark that creates the most daylight between them.

Which is better for math, Nemotron 3 Super 120B A12B or Ministral 3 14B (Reasoning)?

Ministral 3 14B (Reasoning) has the edge for math in this comparison, averaging 75.2 versus 74.6. 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 14B (Reasoning)?

Nemotron 3 Super 120B A12B has the edge for reasoning in this comparison, averaging 71.8 versus 69.2. 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 14B (Reasoning)?

Ministral 3 14B (Reasoning) has the edge for agentic tasks in this comparison, averaging 58.5 versus 55.3. 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 14B (Reasoning)?

Ministral 3 14B (Reasoning) has the edge for multimodal and grounded tasks in this comparison, averaging 71.5 versus 60.4. 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 14B (Reasoning)?

Nemotron 3 Super 120B A12B has the edge for instruction following in this comparison, averaging 86 versus 81. 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 14B (Reasoning)?

Nemotron 3 Super 120B A12B has the edge for multilingual tasks in this comparison, averaging 81.5 versus 77.8. Inside this category, MGSM is the benchmark that creates the most daylight between them.

Last updated: March 12, 2026

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