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Nemotron 3.5 Lightning 30B A3B NVFP4

NVIDIAOpen weightsReasoningProvisionalReleased Aug 11, 2026
Overall score
25.7
Rank 204 of 222 · 11.3–40.0
Context window
1M
1,000,000 tokens
Price per 1M tokens
— in · — out
No price listed
Blended price
—
3:1 input:output tokens
Output speed
—
Not measured yet

Category scores

Scores per capability area with the model's rank among ranked models in that category.

  1. 1Instruction following#7171.4
  2. 2Knowledge59.3
  3. 3Reasoning58.8
  4. 4Coding23.6
  5. 5Agentic & tool use18.4
Higher is better. #N is the model's rank in that category, where it is eligible to be ranked.

Benchmark results (11)

As reported in system cards, papers and public evaluations. Position compares this model with every other model reporting the same benchmark.

Agentic & tool use

Terminal-Bench 2.123.5#65 of 68
BrowseComp36.8#49 of 50
τ³-bench results9.5#21 of 23
PinchBench83.4#4 of 7

Knowledge

GPQA75.6#68 of 117
MMLU-Pro81.6#33 of 67
HLE w/o tools10.5#41 of 43

Coding

SWE-bench Verified52.8#81 of 98
SciCode31.4#21 of 23

Multilingual

SWE Multilingual36.5#44 of 46

Instruction following

IFBench72.9#27 of 42

Pricing by source

USD per 1M tokens.

SourceInputOutputCached in
List price———

NVIDIA publishes this OpenMDW-1.1-licensed NVFP4 checkpoint for commercial self-hosting and does not publish a first-party hosted API token price. BenchLM represents it as self-host/free-per-token before infrastructure costs.

Speed

Measured by us through OpenRouter (median of trials).

Not available on OpenRouter, so we cannot measure it yet.

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