Model comparison

Llama 2-70B vs Wizardlm 13b

Wizardlm 13b is the stronger model overall, scoring 31.4 to 24.4 on the Noometry Index.

Last verified . 10 shared benchmarks.

Llama 2-70B Meta

24.4

Rank #349 Confirmed

Wizardlm 13b Microsoft

31.4

Rank #274 Confirmed

Summary

  • They share 10 benchmarks with published results for both. Llama 2-70B scores higher in 5 categories and Wizardlm 13b in 2 categories; 5 gaps are clear of the uncertainty.
  • The widest gap is in math, where Wizardlm 13b leads 30.2 to 8.1.

Side by side

Llama 2-70B and Wizardlm 13b specifications
Llama 2-70BWizardlm 13b
ProviderMetaMicrosoft
Noometry Index24.431.4
Released2023-07-18—
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked3510

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Category by category

Coding Llama 2-70B leads

Llama 2-70B: 31.4 (#286), Wizardlm 13b: 30.1 (#298)

Coding benchmarks
BenchmarkLlama 2-70BWizardlm 13b
LMArena Coding10791035

Reasoning Wizardlm 13b leads

Llama 2-70B: 14.4 (#325), Wizardlm 13b: 19.4 (#259)

Reasoning benchmarks
BenchmarkLlama 2-70BWizardlm 13b
LMArena Hard Prompts10731018
DTBench41.6%—
BIG-Bench Hard64.9%—
CommonsenseQA 2.050%—
Epoch Capabilities Index113.79—
ForecastBench51.4—
HellaSwag85.3%—
LAMBADA78.9%—
PIQA82.8%—
WinoGrande80.2%—

Math Wizardlm 13b leads

Llama 2-70B: 8.1 (#326), Wizardlm 13b: 30.2 (#238)

Math benchmarks
BenchmarkLlama 2-70BWizardlm 13b
LMArena Math10911017
OTIS Mock AIME 2024-20250%—
MATH Level 53.3%—
GSM8K69.6%—

Knowledge Not comparable

Llama 2-70B: 7.4 (#310), Wizardlm 13b: —

Knowledge benchmarks
BenchmarkLlama 2-70BWizardlm 13b
GPQA Diamond26.3%—
LMArena Expert1039—
ARC (AI2) Challenge78.3%—
BoolQ88.6%—
MMLU69.9%—
OpenBookQA60.2%—
TriviaQA87.6%—

Multilingual Too close to call

Llama 2-70B: 27.7 (#274), Wizardlm 13b: 27.1 (#277)

Multilingual benchmarks
BenchmarkLlama 2-70BWizardlm 13b
LMArena Non-English10451034
LMArena Chinese9951023
LMArena French1090—
LMArena German1041—
LMArena Japanese927—
LMArena Korean964—
LMArena Russian1083—
LMArena Spanish1143—

Instruction Following Llama 2-70B leads

Llama 2-70B: 54.9 (#278), Wizardlm 13b: 53.5 (#285)

Instruction Following benchmarks
BenchmarkLlama 2-70BWizardlm 13b
LMArena Instruction Following10711048

Long Context Too close to call

Llama 2-70B: 32.3 (#270), Wizardlm 13b: 32.0 (#273)

Long Context benchmarks
BenchmarkLlama 2-70BWizardlm 13b
LMArena Longer Query10621054

Writing & Preference Llama 2-70B leads

Llama 2-70B: 32.3 (#279), Wizardlm 13b: 30.5 (#287)

Writing & Preference benchmarks
BenchmarkLlama 2-70BWizardlm 13b
LMArena Text11151077
LMArena Creative Writing10751091
LMArena Multi-Turn10881047

Frequently asked questions

Is Llama 2-70B better than Wizardlm 13b?

Wizardlm 13b is the stronger model overall, scoring 31.4 to 24.4 on the Noometry Index.

Is Llama 2-70B or Wizardlm 13b better for coding?

Llama 2-70B scores higher on coding benchmarks: 31.4 versus 30.1 in the Noometry coding category.

How many benchmarks do Llama 2-70B and Wizardlm 13b share?

10 benchmarks have published results for both models. Llama 2-70B has 35 scored results on Noometry and Wizardlm 13b has 10.

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