Model comparison

Amazon Nova Pro vs Llama 2-13B

Amazon Nova Pro is the stronger model overall, scoring 31.0 to 29.6 on the Noometry Index.

Last verified . 19 shared benchmarks.

Amazon Nova Pro Amazon

31.0

Rank #281 Confirmed

Llama 2-13B Meta

29.6

Rank #309 Confirmed

Summary

  • They share 19 benchmarks with published results for both. Amazon Nova Pro scores higher in 6 categories and Llama 2-13B in 2 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Amazon Nova Pro leads 43.9 to 29.8.
  • Llama 2-13B has downloadable open weights; the other is API-only.

Side by side

Amazon Nova Pro and Llama 2-13B specifications
Amazon Nova ProLlama 2-13B
ProviderAmazonMeta
Noometry Index31.029.6
Released2024-12-032023-07-18
WeightsProprietaryOpen
Context window300K—
Max output10K—
Input $ / M tokens$0.80—
Output $ / M tokens$3.20—
Results tracked3832

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Category by category

Coding Amazon Nova Pro leads

Amazon Nova Pro: 35.1 (#229), Llama 2-13B: 30.9 (#291)

Coding benchmarks
BenchmarkAmazon Nova ProLlama 2-13B
LMArena Coding12701062
LiveBench Coding38.1%—

Agentic & Tool Use Not comparable

Amazon Nova Pro: 16.7 (#147), Llama 2-13B: —

Agentic & Tool Use benchmarks
BenchmarkAmazon Nova ProLlama 2-13B
Berkeley Function Calling Leaderboard25%—
TheAgentCompany1.7%—

Reasoning Amazon Nova Pro leads

Amazon Nova Pro: 20.0 (#243), Llama 2-13B: 12.8 (#337)

Reasoning benchmarks
BenchmarkAmazon Nova ProLlama 2-13B
LMArena Hard Prompts12461051
Epoch Capabilities Index123.8106.17
Chess Puzzles—0%
LiveBench Reasoning32.6%—
DTBench—42.2%
LiveBench Data Analysis48.3%—
BIG-Bench Hard—58.2%
HellaSwag—80.7%
LAMBADA—76.5%
LiveBench43.5%—
PIQA—80.8%
WinoGrande—72.8%

Math Llama 2-13B leads

Amazon Nova Pro: 28.5 (#243), Llama 2-13B: 31.1 (#229)

Math benchmarks
BenchmarkAmazon Nova ProLlama 2-13B
LMArena Math12521065
Omni-MATH24.2%—
LiveBench Math38%—
GSM8K—36.9%

Knowledge Too close to call

Amazon Nova Pro: 27.4 (#250), Llama 2-13B: 28.1 (#249)

Knowledge benchmarks
BenchmarkAmazon Nova ProLlama 2-13B
LMArena Expert12111030
MMLU82%55.6%
Humanity's Last Exam4.4%—
MMLU-Pro67.3%—
Confabulations30.1%—
Vectara Hallucination Rate5.1%—
GPQA (HELM)44.6%—
ARC (AI2) Challenge—60.3%
BoolQ—82.4%
OpenBookQA—57%
TriviaQA—79.6%

Multimodal Not comparable

Amazon Nova Pro: 25.0 (#126), Llama 2-13B: —

Multimodal benchmarks
BenchmarkAmazon Nova ProLlama 2-13B
LMArena Vision980—
ScienceQA—55.8%

Multilingual Amazon Nova Pro leads

Amazon Nova Pro: 39.7 (#223), Llama 2-13B: 26.5 (#279)

Multilingual benchmarks
BenchmarkAmazon Nova ProLlama 2-13B
LMArena Non-English12341024
LMArena Chinese12441001
LMArena French12711044
LMArena German12431009
LMArena Japanese1200894
LMArena Korean1203953
LMArena Russian12401055
LMArena Spanish11821087

Instruction Following Amazon Nova Pro leads

Amazon Nova Pro: 64.9 (#226), Llama 2-13B: 53.3 (#287)

Instruction Following benchmarks
BenchmarkAmazon Nova ProLlama 2-13B
LMArena Instruction Following12351045
LiveBench Instruction Following67.1%—
IFEval81.5%—

Long Context Amazon Nova Pro leads

Amazon Nova Pro: 38.1 (#205), Llama 2-13B: 32.3 (#269)

Long Context benchmarks
BenchmarkAmazon Nova ProLlama 2-13B
LMArena Longer Query12551064

Writing & Preference Amazon Nova Pro leads

Amazon Nova Pro: 43.9 (#226), Llama 2-13B: 29.8 (#289)

Writing & Preference benchmarks
BenchmarkAmazon Nova ProLlama 2-13B
LMArena Text12591084
LMArena Creative Writing12121047
LMArena Multi-Turn12461050
Short-Story Creative Writing60.5%—
WildBench77.7%—
LiveBench Language37%—

Frequently asked questions

Is Amazon Nova Pro better than Llama 2-13B?

Amazon Nova Pro is the stronger model overall, scoring 31.0 to 29.6 on the Noometry Index.

Is Amazon Nova Pro or Llama 2-13B better for coding?

Amazon Nova Pro scores higher on coding benchmarks: 35.1 versus 30.9 in the Noometry coding category.

How many benchmarks do Amazon Nova Pro and Llama 2-13B share?

19 benchmarks have published results for both models. Amazon Nova Pro has 38 scored results on Noometry and Llama 2-13B has 32.

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