Model comparison

Claude Instant vs Llama 2-7B

Llama 2-7B has enough public results to be ranked (#317); Claude Instant does not yet, so treat this comparison as directional.

Last verified . 5 shared benchmarks.

Claude Instant Anthropic

29.5

Unranked Sparse

Llama 2-7B Meta

29.1

Rank #317 Confirmed

Summary

  • They share 5 benchmarks with published results for both. Claude Instant scores higher in 1 category and Llama 2-7B in 0 categories; one gap is clear of the uncertainty.
  • The widest gap is in reasoning, where Claude Instant leads 19.6 to 15.7.
  • Llama 2-7B has downloadable open weights; the other is API-only.

Side by side

Claude Instant and Llama 2-7B specifications
Claude InstantLlama 2-7B
ProviderAnthropicMeta
Noometry Index29.529.1
Released2023-08-092023-07-18
WeightsProprietaryOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked729

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Category by category

Coding Not comparable

Claude Instant: —, Llama 2-7B: 29.2 (#307)

Coding benchmarks
BenchmarkClaude InstantLlama 2-7B
LMArena Coding—1002
HumanEval+50.6%—

Reasoning Claude Instant leads

Claude Instant: 19.6, Llama 2-7B: 15.7 (#312)

Reasoning benchmarks
BenchmarkClaude InstantLlama 2-7B
Epoch Capabilities Index120.2899.06
Chess Puzzles—0%
LMArena Hard Prompts—1009
DTBench45.8%—
BIG-Bench Hard—39.2%
HellaSwag—77.2%
LAMBADA—73.3%
PIQA—78.8%
WinoGrande—69.2%

Math Not comparable

Claude Instant: —, Llama 2-7B: 30.7 (#233)

Math benchmarks
BenchmarkClaude InstantLlama 2-7B
GSM8K86.7%16.7%
LMArena Math—1042

Knowledge Not comparable

Claude Instant: —, Llama 2-7B: 28.2 (#248)

Knowledge benchmarks
BenchmarkClaude InstantLlama 2-7B
ARC (AI2) Challenge86.3%45.9%
MMLU73.4%45.8%
TriviaQA78.9%73.7%
LMArena Expert—1036
BoolQ—77.9%
OpenBookQA—58.6%

Multimodal Not comparable

Claude Instant: —, Llama 2-7B: —

Multimodal benchmarks
BenchmarkClaude InstantLlama 2-7B
ScienceQA—43.1%

Multilingual Not comparable

Claude Instant: —, Llama 2-7B: 23.8 (#293)

Multilingual benchmarks
BenchmarkClaude InstantLlama 2-7B
LMArena Non-English—973
LMArena Chinese—973
LMArena French—970
LMArena German—978
LMArena Russian—995
LMArena Spanish—1007

Instruction Following Not comparable

Claude Instant: —, Llama 2-7B: 50.8 (#298)

Instruction Following benchmarks
BenchmarkClaude InstantLlama 2-7B
LMArena Instruction Following—1006

Long Context Not comparable

Claude Instant: —, Llama 2-7B: 30.4 (#287)

Long Context benchmarks
BenchmarkClaude InstantLlama 2-7B
LMArena Longer Query—999

Writing & Preference Not comparable

Claude Instant: —, Llama 2-7B: 28.0 (#298)

Writing & Preference benchmarks
BenchmarkClaude InstantLlama 2-7B
LMArena Text—1053
LMArena Creative Writing—1033
LMArena Multi-Turn—1029

Frequently asked questions

Is Claude Instant better than Llama 2-7B?

Llama 2-7B has enough public results to be ranked (#317); Claude Instant does not yet, so treat this comparison as directional.

How many benchmarks do Claude Instant and Llama 2-7B share?

5 benchmarks have published results for both models. Claude Instant has 7 scored results on Noometry and Llama 2-7B has 29.

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