Nemotron 3.5 Super VL 120B A12B
Nemotron 3.5 Super VL 120B A12B is a NVIDIA open-weights reasoning model, released 15 Oct 2026. Its best configuration ranks #280 of 777 on the BenchLeader Index at 53.7 ±4.4, in the upper half. The ± is the point: 293 other configurations score within that range, so they and this one cannot be told apart on quality alone — price and speed are what separate them. It scores highest in human preference (59) and lowest in coding (49). At $0.788 per million tokens blended it is mid-priced. Last measured 20 Oct 2026.
- Blended price
- $0.788/M
- $0.570 in · $1.44 out
- Output speed
- –
- First answer
- –
- Context
- 1.0M
- Full answer
- –
- Cost per run
- –
- Released
- 15 Oct 2026
- Overall index54
- Reasoning59
- Coding49
- Maths58
- Human preference59
- Multimodal52
Benchmark results
See all LLM benchmarks. One column per reasoning effort. Rank is among every configuration of every model on that benchmark. Hover a score for the run it came from.
Reasoning
| Benchmark | not stated | Source |
|---|---|---|
| Arena Hard Prompts | 1433#133 | Arena (LMArena) |
Coding
| Benchmark | not stated | Source |
|---|---|---|
| Arena Coding | 1456#139 | Arena (LMArena) |
| Arena WebDev | 1404#86 | Arena (LMArena) |
Maths
| Benchmark | not stated | Source |
|---|---|---|
| Arena Maths | 1407#139 | Arena (LMArena) |
Instruction following
| Benchmark | not stated | Source |
|---|---|---|
| Arena Instruction Followingnot in index | 1411#122 | Arena (LMArena) |
Human preference
| Benchmark | not stated | Source |
|---|---|---|
| Arena Text | 1414#135 | Arena (LMArena) |
| Arena Creative Writingnot in index | 1389#123 | Arena (LMArena) |
| Arena Multi-turnnot in index | 1429#115 | Arena (LMArena) |
| Arena Longer Queriesnot in index | 1416#138 | Arena (LMArena) |
Multimodal
| Benchmark | not stated | Source |
|---|---|---|
| Arena Vision | 1205#89 | Arena (LMArena) |
What a task costs
Estimates from list price, output speed and time to first answer for the best configuration. “With caching” assumes three-quarters of the input is served from the prompt cache at $0.114 per 1M. Reasoning tokens are not modelled.
| Workload | Tokens in / out | Cost | With caching | Time |
|---|---|---|---|---|
| Chat reply | 400 / 300 | $0.0007 | $0.0005 | – |
| Summarize a 30-page report | 12,000 / 600 | $0.0077 | $0.0036 | – |
| Code edit | 6,000 / 1,500 | $0.0056 | $0.0035 | – |
| Agentic coding session | 60,000 / 4,000 | $0.040 | $0.019 | – |
| Structured extraction | 2,000 / 200 | $0.0014 | $0.0007 | – |
More from NVIDIA
See also
Data as of 21 Oct 2026. Compare with another model.
Cite as: BenchLeader, “Nemotron 3.5 Super VL 120B A12B: benchmarks, pricing, speed and rank”, https://www.benchleader.com/models/nemotron-3-5-super-vl-120b-a12b, data as of 21 Oct 2026.