Model comparison

Llama 3.1 Nemotron 51b Instruct vs Nova 2 Lite

Nova 2 Lite is the stronger model overall, scoring 39.0 to 35.2 on the Noometry Index.

Last verified . 12 shared benchmarks.

Nova 2 Lite Amazon

39.0

Rank #161 Confirmed

Summary

  • They share 12 benchmarks with published results for both. Llama 3.1 Nemotron 51b Instruct scores higher in 0 categories and Nova 2 Lite in 8 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Nova 2 Lite leads 42.5 to 31.3.
  • Llama 3.1 Nemotron 51b Instruct has downloadable open weights; the other is API-only.

Side by side

Llama 3.1 Nemotron 51b Instruct and Nova 2 Lite specifications
Llama 3.1 Nemotron 51b InstructNova 2 Lite
ProviderNVIDIAAmazon
Noometry Index35.239.0
Released—2025-12-01
WeightsOpenProprietary
Context window—1M
Max output—64K
Input $ / M tokens—$0.30
Output $ / M tokens—$2.50
Results tracked1219

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Category by category

Coding Nova 2 Lite leads

Llama 3.1 Nemotron 51b Instruct: 35.0 (#219), Nova 2 Lite: 40.1 (#131)

Coding benchmarks
BenchmarkLlama 3.1 Nemotron 51b InstructNova 2 Lite
LMArena Coding12231386

Agentic & Tool Use Not comparable

Llama 3.1 Nemotron 51b Instruct: —, Nova 2 Lite: 23.9 (#114)

Agentic & Tool Use benchmarks
BenchmarkLlama 3.1 Nemotron 51b InstructNova 2 Lite
Berkeley Function Calling Leaderboard—27.1%

Reasoning Nova 2 Lite leads

Llama 3.1 Nemotron 51b Instruct: 22.5 (#177), Nova 2 Lite: 26.4 (#120)

Reasoning benchmarks
BenchmarkLlama 3.1 Nemotron 51b InstructNova 2 Lite
LMArena Hard Prompts12041364

Math Nova 2 Lite leads

Llama 3.1 Nemotron 51b Instruct: 32.0 (#189), Nova 2 Lite: 34.8 (#154)

Math benchmarks
BenchmarkLlama 3.1 Nemotron 51b InstructNova 2 Lite
LMArena Math12301359

Knowledge Nova 2 Lite leads

Llama 3.1 Nemotron 51b Instruct: 31.3 (#213), Nova 2 Lite: 42.5 (#88)

Knowledge benchmarks
BenchmarkLlama 3.1 Nemotron 51b InstructNova 2 Lite
LMArena Expert11671360
Vectara Hallucination Rate—5.1%

Multilingual Nova 2 Lite leads

Llama 3.1 Nemotron 51b Instruct: 36.3 (#236), Nova 2 Lite: 47.3 (#148)

Multilingual benchmarks
BenchmarkLlama 3.1 Nemotron 51b InstructNova 2 Lite
LMArena Non-English11811337
LMArena Chinese11791364
LMArena Russian11861343
LMArena French—1381
LMArena German—1343
LMArena Japanese—1273
LMArena Korean—1284
LMArena Spanish—1372

Instruction Following Nova 2 Lite leads

Llama 3.1 Nemotron 51b Instruct: 63.2 (#228), Nova 2 Lite: 70.7 (#156)

Instruction Following benchmarks
BenchmarkLlama 3.1 Nemotron 51b InstructNova 2 Lite
LMArena Instruction Following12011335

Long Context Nova 2 Lite leads

Llama 3.1 Nemotron 51b Instruct: 36.5 (#225), Nova 2 Lite: 40.6 (#145)

Long Context benchmarks
BenchmarkLlama 3.1 Nemotron 51b InstructNova 2 Lite
LMArena Longer Query12051335

Writing & Preference Nova 2 Lite leads

Llama 3.1 Nemotron 51b Instruct: 43.5 (#224), Nova 2 Lite: 54.1 (#150)

Writing & Preference benchmarks
BenchmarkLlama 3.1 Nemotron 51b InstructNova 2 Lite
LMArena Text12281362
LMArena Creative Writing12131291
LMArena Multi-Turn12271338

Frequently asked questions

Is Llama 3.1 Nemotron 51b Instruct better than Nova 2 Lite?

Nova 2 Lite is the stronger model overall, scoring 39.0 to 35.2 on the Noometry Index.

Is Llama 3.1 Nemotron 51b Instruct or Nova 2 Lite better for coding?

Nova 2 Lite scores higher on coding benchmarks: 40.1 versus 35.0 in the Noometry coding category.

How many benchmarks do Llama 3.1 Nemotron 51b Instruct and Nova 2 Lite share?

12 benchmarks have published results for both models. Llama 3.1 Nemotron 51b Instruct has 12 scored results on Noometry and Nova 2 Lite has 19.

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