Model comparison

Nemotron 3.5 Lightning vs Qwen2-72B

Nemotron 3.5 Lightning is the stronger model overall, scoring 39.3 to 29.5 on the Noometry Index.

Last verified . 17 shared benchmarks.

Nemotron 3.5 Lightning NVIDIA

39.3

Rank #156 Confirmed

Qwen2-72B Alibaba (Qwen)

29.5

Rank #294 Confirmed

Summary

  • They share 17 benchmarks with published results for both. Nemotron 3.5 Lightning scores higher in 8 categories and Qwen2-72B in 0 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Nemotron 3.5 Lightning leads 36.9 to 21.2.

Side by side

Nemotron 3.5 Lightning and Qwen2-72B specifications
Nemotron 3.5 LightningQwen2-72B
ProviderNVIDIAAlibaba (Qwen)
Noometry Index39.329.5
Released2026-08-112024-06-07
WeightsOpenOpen
Context window262K—
Max output262K—
Input $ / M tokens$0.06—
Output $ / M tokens$0.16—
Results tracked1826

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Category by category

Coding Nemotron 3.5 Lightning leads

Nemotron 3.5 Lightning: 39.6 (#143), Qwen2-72B: 28.7 (#303)

Coding benchmarks
BenchmarkNemotron 3.5 LightningQwen2-72B
LMArena Coding13701196
WeirdML—11.3%
BigCodeBench Instruct—38.5%
BigCodeBench Complete—54%

Agentic & Tool Use Not comparable

Nemotron 3.5 Lightning: —, Qwen2-72B: 16.9 (#138)

Agentic & Tool Use benchmarks
BenchmarkNemotron 3.5 LightningQwen2-72B
TheAgentCompany—1.1%
METR Time Horizons—29.9%

Reasoning Nemotron 3.5 Lightning leads

Nemotron 3.5 Lightning: 25.7 (#128), Qwen2-72B: 22.2 (#184)

Reasoning benchmarks
BenchmarkNemotron 3.5 LightningQwen2-72B
LMArena Hard Prompts13351191
Epoch Capabilities Index—125.27

Math Nemotron 3.5 Lightning leads

Nemotron 3.5 Lightning: 34.7 (#156), Qwen2-72B: 27.9 (#232)

Math benchmarks
BenchmarkNemotron 3.5 LightningQwen2-72B
LMArena Math13551235
MATH Level 5—39.1%

Knowledge Nemotron 3.5 Lightning leads

Nemotron 3.5 Lightning: 36.9 (#154), Qwen2-72B: 21.2 (#270)

Knowledge benchmarks
BenchmarkNemotron 3.5 LightningQwen2-72B
LMArena Expert13541171
GPQA Diamond—40.8%
MMLU—82.4%

Multilingual Nemotron 3.5 Lightning leads

Nemotron 3.5 Lightning: 44.0 (#175), Qwen2-72B: 36.0 (#239)

Multilingual benchmarks
BenchmarkNemotron 3.5 LightningQwen2-72B
LMArena Non-English12921176
LMArena Chinese13561240
LMArena French13691169
LMArena German12801151
LMArena Japanese12131111
LMArena Korean12331083
LMArena Russian12571169
LMArena Spanish13211168

Instruction Following Nemotron 3.5 Lightning leads

Nemotron 3.5 Lightning: 69.8 (#166), Qwen2-72B: 62.0 (#236)

Instruction Following benchmarks
BenchmarkNemotron 3.5 LightningQwen2-72B
LMArena Instruction Following13171181

Long Context Nemotron 3.5 Lightning leads

Nemotron 3.5 Lightning: 39.9 (#160), Qwen2-72B: 36.1 (#230)

Long Context benchmarks
BenchmarkNemotron 3.5 LightningQwen2-72B
LMArena Longer Query13121193

Writing & Preference Nemotron 3.5 Lightning leads

Nemotron 3.5 Lightning: 48.5 (#198), Qwen2-72B: 41.0 (#236)

Writing & Preference benchmarks
BenchmarkNemotron 3.5 LightningQwen2-72B
LMArena Text13241203
LMArena Creative Writing12541181
LMArena Multi-Turn13271195
EQ-Bench Creative Writing1280—

Frequently asked questions

Is Nemotron 3.5 Lightning better than Qwen2-72B?

Nemotron 3.5 Lightning is the stronger model overall, scoring 39.3 to 29.5 on the Noometry Index.

Is Nemotron 3.5 Lightning or Qwen2-72B better for coding?

Nemotron 3.5 Lightning scores higher on coding benchmarks: 39.6 versus 28.7 in the Noometry coding category.

How many benchmarks do Nemotron 3.5 Lightning and Qwen2-72B share?

17 benchmarks have published results for both models. Nemotron 3.5 Lightning has 18 scored results on Noometry and Qwen2-72B has 26.

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