Model comparison

Llama 2-70B vs Nova 2 Lite

Nova 2 Lite is the stronger model overall, scoring 39.7 to 24.4 on the Noometry Index.

Last verified . 17 shared benchmarks.

Llama 2-70B Meta

24.4

Rank #349 Confirmed

Nova 2 Lite Amazon

39.7

Rank #161 Confirmed

Summary

  • They share 17 benchmarks with published results for both. Llama 2-70B 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 43.0 to 7.4.
  • Llama 2-70B has downloadable open weights; the other is API-only.

Side by side

Llama 2-70B and Nova 2 Lite specifications
Llama 2-70BNova 2 Lite
ProviderMetaAmazon
Noometry Index24.439.7
Released2023-07-182025-12-01
WeightsOpenProprietary
Context window—1M
Max output—64K
Input $ / M tokens—$0.30
Output $ / M tokens—$2.50
Results tracked3519

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Category by category

Coding Nova 2 Lite leads

Llama 2-70B: 31.4 (#286), Nova 2 Lite: 40.7 (#134)

Coding benchmarks
BenchmarkLlama 2-70BNova 2 Lite
LMArena Coding10791385

Agentic & Tool Use Not comparable

Llama 2-70B: —, Nova 2 Lite: 24.1 (#121)

Agentic & Tool Use benchmarks
BenchmarkLlama 2-70BNova 2 Lite
Berkeley Function Calling Leaderboard—27.1%

Reasoning Nova 2 Lite leads

Llama 2-70B: 14.4 (#325), Nova 2 Lite: 27.5 (#118)

Reasoning benchmarks
BenchmarkLlama 2-70BNova 2 Lite
LMArena Hard Prompts10731364
DTBench41.6%—
BIG-Bench Hard64.9%—
CommonsenseQA 2.050%—
Epoch Capabilities Index113.79—
ForecastBench51.4—
HellaSwag85.3%—
LAMBADA78.9%—
PIQA82.8%—
WinoGrande80.2%—

Math Nova 2 Lite leads

Llama 2-70B: 8.1 (#326), Nova 2 Lite: 37.5 (#156)

Math benchmarks
BenchmarkLlama 2-70BNova 2 Lite
LMArena Math10911359
OTIS Mock AIME 2024-20250%—
MATH Level 53.3%—
GSM8K69.6%—

Knowledge Nova 2 Lite leads

Llama 2-70B: 7.4 (#310), Nova 2 Lite: 43.0 (#94)

Knowledge benchmarks
BenchmarkLlama 2-70BNova 2 Lite
LMArena Expert10391358
GPQA Diamond26.3%—
Vectara Hallucination Rate—5.1%
ARC (AI2) Challenge78.3%—
BoolQ88.6%—
MMLU69.9%—
OpenBookQA60.2%—
TriviaQA87.6%—

Multilingual Nova 2 Lite leads

Llama 2-70B: 27.7 (#274), Nova 2 Lite: 47.1 (#153)

Multilingual benchmarks
BenchmarkLlama 2-70BNova 2 Lite
LMArena Non-English10451337
LMArena Chinese9951364
LMArena French10901381
LMArena German10411343
LMArena Japanese9271271
LMArena Korean9641284
LMArena Russian10831343
LMArena Spanish11431373

Instruction Following Nova 2 Lite leads

Llama 2-70B: 54.9 (#278), Nova 2 Lite: 70.5 (#161)

Instruction Following benchmarks
BenchmarkLlama 2-70BNova 2 Lite
LMArena Instruction Following10711335

Long Context Nova 2 Lite leads

Llama 2-70B: 32.3 (#270), Nova 2 Lite: 40.6 (#150)

Long Context benchmarks
BenchmarkLlama 2-70BNova 2 Lite
LMArena Longer Query10621335

Writing & Preference Nova 2 Lite leads

Llama 2-70B: 32.3 (#279), Nova 2 Lite: 53.9 (#154)

Writing & Preference benchmarks
BenchmarkLlama 2-70BNova 2 Lite
LMArena Text11151362
LMArena Creative Writing10751291
LMArena Multi-Turn10881338

Frequently asked questions

Is Llama 2-70B better than Nova 2 Lite?

Nova 2 Lite is the stronger model overall, scoring 39.7 to 24.4 on the Noometry Index.

Is Llama 2-70B or Nova 2 Lite better for coding?

Nova 2 Lite scores higher on coding benchmarks: 40.7 versus 31.4 in the Noometry coding category.

How many benchmarks do Llama 2-70B and Nova 2 Lite share?

17 benchmarks have published results for both models. Llama 2-70B has 35 scored results on Noometry and Nova 2 Lite has 19.

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