NVIDIA, open weights
Nvidia Nemotron 3.5 Super VL 120b A12b Nvfp4
Nvidia Nemotron 3.5 Super VL 120b A12b Nvfp4 by NVIDIA ranks 93rd of 357 ranked models on the Noometry Index as of October 2026, with a score of 43.7. Its strongest category is reasoning, where it ranks 98th.
Last verified
Specifications
- Noometry rank
- #93 of 357
- Index score
- 43.7
- Evidence
- Confirmed 11 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.
- Coding 42.6
- Reasoning 29.6
- Knowledge 40.3
- Multilingual 50.2
- Instruction Following 73.5
- Long Context 42.7
- Writing & Preference 60.0
| Category | Score | Rank | Results |
|---|---|---|---|
| Coding | 42.6 | #107 | 1 |
| Reasoning | 29.6 | #98 | 1 |
| Knowledge | 40.3 | #133 | 1 |
| Multilingual | 50.2 | #118 | 1 |
| Instruction Following | 73.5 | #120 | 1 |
| Long Context | 42.7 | #120 | 1 |
| Writing & Preference | 60.0 | #102 | 3 |
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
| Category | Score | vs median | Rank |
|---|---|---|---|
| Reasoning | 29.6 | +5.4 | #98 of 352, top 28% |
| Coding | 42.6 | +3.5 | #107 of 342, top 32% |
| Writing & Preference | 60.0 | +6.3 | #102 of 314, top 33% |
Weakest categories
| Category | Score | vs median | Rank |
|---|---|---|---|
| Knowledge | 40.3 | +2.4 | #133 of 317, top 42% |
| Long Context | 42.7 | +1.7 | #120 of 298, top 41% |
| Multilingual | 50.2 | +2.9 | #118 of 299, top 40% |
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.
| Model | Rank | Score | Blended $/M | Speed | |
|---|---|---|---|---|---|
| Kimi K2.5 Instant | #89 | 43.9 | — | — | Compare |
| Qwen3 Max | #90 | 43.9 | $2.40 | 48 | Compare |
| MiniMax-M3 | #91 | 43.9 | $0.52 | — | Compare |
| Gemma 4 31B IT | #92 | 43.8 | $0.21 | 3 | Compare |
| MiMo-V2.5 | #94 | 43.7 | $0.18 | — | Compare |
| Grok 4.3 | #95 | 43.7 | $1.56 | — | Compare |
| Gemma 4 26B A4B IT | #96 | 43.6 | $0.14 | — | Compare |
| Qwen3 235B-A22B | #97 | 43.6 | $1.22 | 85 | 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
| Benchmark | Score | Position | Setting | Source | Date |
|---|---|---|---|---|---|
| LMArena Coding | 1434 | #107 of 296, top 37% | LMArena | 2026-10-15 |
Reasoning
| Benchmark | Score | Position | Setting | Source | Date |
|---|---|---|---|---|---|
| LMArena Hard Prompts | 1416 | #112 of 300, top 38% | LMArena | 2026-10-15 |
Knowledge
| Benchmark | Score | Position | Setting | Source | Date |
|---|---|---|---|---|---|
| LMArena Expert | 1426 | #104 of 275, top 38% | LMArena | 2026-10-15 |
Multilingual
| Benchmark | Score | Position | Setting | Source | Date |
|---|---|---|---|---|---|
| LMArena Non-English | 1387 | #118 of 299, top 40% | LMArena | 2026-10-15 | |
| LMArena Chinese | 1454 | #101 of 287, top 36% | LMArena | 2026-10-15 | |
| LMArena Russian | 1362 | #141 of 285, top 50% | LMArena | 2026-10-15 |
Instruction Following
| Benchmark | Score | Position | Setting | Source | Date |
|---|---|---|---|---|---|
| LMArena Instruction Following | 1394 | #112 of 300, top 38% | LMArena | 2026-10-15 |
Long Context
| Benchmark | Score | Position | Setting | Source | Date |
|---|---|---|---|---|---|
| LMArena Longer Query | 1401 | #118 of 293, top 41% | LMArena | 2026-10-15 |
Writing & Preference
| Benchmark | Score | Position | Setting | Source | Date |
|---|---|---|---|---|---|
| LMArena Text | 1409 | #112 of 299, top 38% | LMArena | 2026-10-15 | |
| LMArena Creative Writing | 1383 | #104 of 297, top 36% | LMArena | 2026-10-15 | |
| LMArena Multi-Turn | 1419 | #96 of 297, top 33% | LMArena | 2026-10-15 |
Compare Nvidia Nemotron 3.5 Super VL 120b A12b Nvfp4
- Nvidia Nemotron 3.5 Super VL 120b A12b Nvfp4 vs Gemma 4 31B IT
- Nvidia Nemotron 3.5 Super VL 120b A12b Nvfp4 vs MiMo-V2.5
- Nvidia Nemotron 3.5 Super VL 120b A12b Nvfp4 vs MiniMax-M3
- Nvidia Nemotron 3.5 Super VL 120b A12b Nvfp4 vs Grok 4.3
- Nvidia Nemotron 3.5 Super VL 120b A12b Nvfp4 vs Qwen3 Max
- Nvidia Nemotron 3.5 Super VL 120b A12b Nvfp4 vs Gemma 4 26B A4B IT
- Nvidia Nemotron 3.5 Super VL 120b A12b Nvfp4 vs GPT-6 Astra
- Nvidia Nemotron 3.5 Super VL 120b A12b Nvfp4 vs Claude Opus 5.5
- Nvidia Nemotron 3.5 Super VL 120b A12b Nvfp4 vs Gemini 4 Argon
- Nvidia Nemotron 3.5 Super VL 120b A12b Nvfp4 vs Kimi K3
- Nvidia Nemotron 3.5 Super VL 120b A12b Nvfp4 vs Qwen3.8 Max
- Nvidia Nemotron 3.5 Super VL 120b A12b Nvfp4 vs Grok 4.6
- Nvidia Nemotron 3.5 Super VL 120b A12b Nvfp4 vs GLM-5.3
- Nvidia Nemotron 3.5 Super VL 120b A12b Nvfp4 vs Muse Spark Open
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 93rd of 357 ranked models on the Noometry Index as of October 2026, with a score of 43.7. Its strongest category is reasoning, where it ranks 98th.
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, coding, writing & preference and lowest in knowledge, long context, multilingual.
What is Nvidia Nemotron 3.5 Super VL 120b A12b Nvfp4 best at?
Its best category is reasoning, where it ranks 98th on Noometry.