Model comparison

Llama 2-70B vs Wizardlm 13b

Wizardlm 13b is the stronger model overall, scoring 30.8 to 24.1 on the Noometry Index.

Last verified . 10 shared benchmarks.

Llama 2-70B Meta

24.1

Rank #343 Confirmed

Wizardlm 13b Microsoft

30.8

Rank #272 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 27.8 to 7.5.

Side by side

Llama 2-70B and Wizardlm 13b specifications
Llama 2-70BWizardlm 13b
ProviderMetaMicrosoft
Noometry Index24.130.8
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: 30.8 (#281), Wizardlm 13b: 29.6 (#293)

Coding benchmarks
BenchmarkLlama 2-70BWizardlm 13b
LMArena Coding10791035

Reasoning Wizardlm 13b leads

Llama 2-70B: 13.7 (#324), Wizardlm 13b: 18.5 (#265)

Reasoning benchmarks
BenchmarkLlama 2-70BWizardlm 13b
LMArena Hard Prompts10731018
DTBench41.6%—
BIG-Bench Hard64.9%—
CommonsenseQA 2.050%—
Epoch Capabilities Index113.59—
ForecastBench51.4—
HellaSwag85.3%—
LAMBADA78.9%—
PIQA82.8%—
WinoGrande80.2%—

Math Wizardlm 13b leads

Llama 2-70B: 7.5 (#320), Wizardlm 13b: 27.8 (#235)

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 (#305), 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: 27.9 (#269), Wizardlm 13b: 27.3 (#272)

Multilingual benchmarks
BenchmarkLlama 2-70BWizardlm 13b
LMArena Non-English10451034
LMArena Chinese9941023
LMArena French1089—
LMArena German1041—
LMArena Japanese927—
LMArena Korean964—
LMArena Russian1083—
LMArena Spanish1142—

Instruction Following Llama 2-70B leads

Llama 2-70B: 55.1 (#273), Wizardlm 13b: 53.7 (#280)

Instruction Following benchmarks
BenchmarkLlama 2-70BWizardlm 13b
LMArena Instruction Following10711049

Long Context Too close to call

Llama 2-70B: 32.2 (#265), Wizardlm 13b: 32.0 (#268)

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

Writing & Preference Llama 2-70B leads

Llama 2-70B: 32.5 (#274), Wizardlm 13b: 30.7 (#282)

Writing & Preference benchmarks
BenchmarkLlama 2-70BWizardlm 13b
LMArena Text11151077
LMArena Creative Writing10751090
LMArena Multi-Turn10881047

Frequently asked questions

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

Wizardlm 13b is the stronger model overall, scoring 30.8 to 24.1 on the Noometry Index.

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

Llama 2-70B scores higher on coding benchmarks: 30.8 versus 29.6 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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