NVIDIA, open weights

Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4)

Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4) by NVIDIA ranks 117th of 368 ranked models on the Noometry Index as of November 2026, with a score of 43.4. Its strongest category is multimodal, where it ranks 72nd.

Last verified

Specifications

Noometry rank
#117 of 368
Index score
43.4
Evidence
Confirmed 15 results
Provider
NVIDIA
Released
Unknown
Weights
Open weights
Reasoning
Unknown
Context window
—
Max output
—
Input price
Not listed
Output price
Not listed
Blended price
Not listed
Output speed
Not measured
Value
Not ranked
Knowledge cutoff
Unknown

Category scores

Each category score combines every public result we have in that category.

Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4) category scores
  1. Coding 41.3
  2. Reasoning 31.6
  3. Math 40.9
  4. Knowledge 41.0
  5. Multimodal 37.9
  6. Multilingual 49.2
  7. Instruction Following 73.6
  8. Long Context 42.6
  9. Writing & Preference 59.7
Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4) category ranks
CategoryScoreRankResults
Coding41.3#1362
Reasoning31.6#1001
Math40.9#1301
Knowledge41.0#1351
Multimodal37.9#721
Multilingual49.2#1221
Instruction Following73.6#1191
Long Context42.6#1221
Writing & Preference59.7#1123

Strengths and weaknesses

Categories where Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4) places highest and lowest among the models ranked in each, with its score against that category's median.

Strongest categories

Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4): strongest categories
CategoryScorevs medianRank
Reasoning31.6+5.6#100 of 349, top 29%
Writing & Preference59.7+6.1#112 of 317, top 36%
Math40.9+2.3#130 of 342, top 39%

Weakest categories

Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4): weakest categories
CategoryScorevs medianRank
Multimodal37.9−1.0#72 of 133, top 55%
Long Context42.6+1.5#122 of 292, top 42%
Multilingual49.2+2.3#122 of 294, top 42%

Closest competitors

The models ranked just above and below Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4). When scores are this close, price and speed are often the better way to choose.

Models ranked closest to Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4)
ModelRankScoreBlended $/MSpeed
DeepSeek-V3.1#11343.6$0.42328Compare
o3-pro#11443.5$351Compare
Hunyuan T1 20250711#11543.4——Compare
Claude Opus 4#11643.4$3029Compare
GPT-5.5 Instant#11843.4——Compare
GPT-5.2 Codex#11943.3$4.81—Compare
GLM-4.7#12043.1$1—Compare
Step 3.5 Flash#12143.0$0.15—Compare

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Benchmark results

Every published result we track, with its source. Bold rows are the ones used for ranking; where several exist we prefer independent runs over self-reported numbers.

Coding

Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4) Coding benchmark results
BenchmarkScorePositionSettingSourceDate
LMArena WebDev1399#78 of 119, top 66%NVIDIA-Nemotron-3.5-Super-VL-120B-A12B (NVFP4)LMArena2026-10-28
LMArena Coding1428#112 of 291, top 39%NVIDIA-Nemotron-3.5-Super-VL-120B-A12B (NVFP4)LMArena2026-10-28

Reasoning

Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4) Reasoning benchmark results
BenchmarkScorePositionSettingSourceDate
LMArena Hard Prompts1413#115 of 294, top 40%NVIDIA-Nemotron-3.5-Super-VL-120B-A12B (NVFP4)LMArena2026-10-28

Math

Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4) Math benchmark results
BenchmarkScorePositionSettingSourceDate
LMArena Math1412#112 of 283, top 40%NVIDIA-Nemotron-3.5-Super-VL-120B-A12B (NVFP4)LMArena2026-10-28

Knowledge

Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4) Knowledge benchmark results
BenchmarkScorePositionSettingSourceDate
LMArena Expert1431#98 of 271, top 37%NVIDIA-Nemotron-3.5-Super-VL-120B-A12B (NVFP4)LMArena2026-10-28

Multimodal

Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4) Multimodal benchmark results
BenchmarkScorePositionSettingSourceDate
LMArena Vision1205#77 of 123, top 63%NVIDIA-Nemotron-3.5-Super-VL-120B-A12B (NVFP4)LMArena2026-10-19

Multilingual

Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4) Multilingual benchmark results
BenchmarkScorePositionSettingSourceDate
LMArena Non-English1385#122 of 294, top 42%NVIDIA-Nemotron-3.5-Super-VL-120B-A12B (NVFP4)LMArena2026-10-28
LMArena Chinese1454#102 of 281, top 37%NVIDIA-Nemotron-3.5-Super-VL-120B-A12B (NVFP4)LMArena2026-10-28
LMArena French1464#51 of 229, top 23%NVIDIA-Nemotron-3.5-Super-VL-120B-A12B (NVFP4)LMArena2026-10-28
LMArena Russian1366#138 of 280, top 50%NVIDIA-Nemotron-3.5-Super-VL-120B-A12B (NVFP4)LMArena2026-10-28

Instruction Following

Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4) Instruction Following benchmark results
BenchmarkScorePositionSettingSourceDate
LMArena Instruction Following1398#112 of 294, top 39%NVIDIA-Nemotron-3.5-Super-VL-120B-A12B (NVFP4)LMArena2026-10-28

Long Context

Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4) Long Context benchmark results
BenchmarkScorePositionSettingSourceDate
LMArena Longer Query1399#120 of 287, top 42%NVIDIA-Nemotron-3.5-Super-VL-120B-A12B (NVFP4)LMArena2026-10-28

Writing & Preference

Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4) Writing & Preference benchmark results
BenchmarkScorePositionSettingSourceDate
LMArena Text1405#116 of 294, top 40%NVIDIA-Nemotron-3.5-Super-VL-120B-A12B (NVFP4)LMArena2026-10-28
LMArena Creative Writing1377#108 of 292, top 37%NVIDIA-Nemotron-3.5-Super-VL-120B-A12B (NVFP4)LMArena2026-10-28
LMArena Multi-Turn1413#107 of 292, top 37%NVIDIA-Nemotron-3.5-Super-VL-120B-A12B (NVFP4)LMArena2026-10-28

Compare Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4)

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Frequently asked questions

How good is Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4)?

Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4) by NVIDIA ranks 117th of 368 ranked models on the Noometry Index as of November 2026, with a score of 43.4. Its strongest category is multimodal, where it ranks 72nd.

Is Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4) open source?

Yes. Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4)'s weights are downloadable; check the license for commercial terms.

What are Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4)'s strengths and weaknesses?

Relative to other ranked models, Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4) places best in reasoning, writing & preference, math and lowest in multimodal, long context, multilingual.

What is Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4) best at?

Its best category is multimodal, where it ranks 72nd on Noometry.