Model comparison

Claude 2 vs Llama 2-70B

Claude 2 and Llama 2-70B score almost the same on the Noometry Index (25.0 vs 24.4), so choose on price, context window or the category you care about most.

Last verified . 7 shared benchmarks.

Claude 2 Anthropic

25.0

Rank #346 Reported

Llama 2-70B Meta

24.4

Rank #349 Confirmed

Summary

  • They share 7 benchmarks with published results for both. Claude 2 scores higher in 3 categories and Llama 2-70B in 0 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Claude 2 leads 16.9 to 7.4.
  • The biggest single-benchmark swing is DTBench: 51.9% for Claude 2 and 41.6% for Llama 2-70B.
  • Llama 2-70B has downloadable open weights; the other is API-only.

Side by side

Claude 2 and Llama 2-70B specifications
Claude 2Llama 2-70B
ProviderAnthropicMeta
Noometry Index25.024.4
Released2023-07-112023-07-18
WeightsProprietaryOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked835

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Category by category

Coding Not comparable

Claude 2: —, Llama 2-70B: 31.4 (#286)

Coding benchmarks
BenchmarkClaude 2Llama 2-70B
LMArena Coding—1079
HumanEval+61.6%—

Reasoning Claude 2 leads

Claude 2: 21.7 (#216), Llama 2-70B: 14.4 (#325)

Reasoning benchmarks
BenchmarkClaude 2Llama 2-70B
DTBench51.9%41.6%
Epoch Capabilities Index120.13113.79
LMArena Hard Prompts—1073
BIG-Bench Hard—64.9%
CommonsenseQA 2.0—50%
ForecastBench—51.4
HellaSwag—85.3%
LAMBADA—78.9%
PIQA—82.8%
WinoGrande—80.2%

Math Claude 2 leads

Claude 2: 9.3 (#320), Llama 2-70B: 8.1 (#326)

Math benchmarks
BenchmarkClaude 2Llama 2-70B
OTIS Mock AIME 2024-20252.5%0%
MATH Level 511.7%3.3%
LMArena Math—1091
GSM8K—69.6%

Knowledge Claude 2 leads

Claude 2: 16.9 (#287), Llama 2-70B: 7.4 (#310)

Knowledge benchmarks
BenchmarkClaude 2Llama 2-70B
GPQA Diamond34.7%26.3%
MMLU78.5%69.9%
TriviaQA87.5%87.6%
LMArena Expert—1039
ARC (AI2) Challenge—78.3%
BoolQ—88.6%
OpenBookQA—60.2%

Multilingual Not comparable

Claude 2: —, Llama 2-70B: 27.7 (#274)

Multilingual benchmarks
BenchmarkClaude 2Llama 2-70B
LMArena Non-English—1045
LMArena Chinese—995
LMArena French—1090
LMArena German—1041
LMArena Japanese—927
LMArena Korean—964
LMArena Russian—1083
LMArena Spanish—1143

Instruction Following Not comparable

Claude 2: —, Llama 2-70B: 54.9 (#278)

Instruction Following benchmarks
BenchmarkClaude 2Llama 2-70B
LMArena Instruction Following—1071

Long Context Not comparable

Claude 2: —, Llama 2-70B: 32.3 (#270)

Long Context benchmarks
BenchmarkClaude 2Llama 2-70B
LMArena Longer Query—1062

Writing & Preference Not comparable

Claude 2: —, Llama 2-70B: 32.3 (#279)

Writing & Preference benchmarks
BenchmarkClaude 2Llama 2-70B
LMArena Text—1115
LMArena Creative Writing—1075
LMArena Multi-Turn—1088

Frequently asked questions

Is Claude 2 better than Llama 2-70B?

Claude 2 and Llama 2-70B score almost the same on the Noometry Index (25.0 vs 24.4), so choose on price, context window or the category you care about most.

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

7 benchmarks have published results for both models. Claude 2 has 8 scored results on Noometry and Llama 2-70B has 35.

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