Model comparison

Llama 3-8B vs Wizardlm 13b

Wizardlm 13b is the stronger model overall, scoring 31.4 to 25.5 on the Noometry Index.

Last verified . 10 shared benchmarks.

Llama 3-8B Meta

25.5

Rank #344 Confirmed

Wizardlm 13b Microsoft

31.4

Rank #274 Confirmed

Summary

  • They share 10 benchmarks with published results for both. Llama 3-8B scores higher in 5 categories and Wizardlm 13b in 2 categories; 6 gaps are clear of the uncertainty.
  • The widest gap is in math, where Wizardlm 13b leads 30.2 to 8.8.

Side by side

Llama 3-8B and Wizardlm 13b specifications
Llama 3-8BWizardlm 13b
ProviderMetaMicrosoft
Noometry Index25.531.4
Released2024-04-18—
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked3410

Sponsored placements are available on pages like this one. Advertise on Noometry

Category by category

Coding Too close to call

Llama 3-8B: 31.0 (#289), Wizardlm 13b: 30.1 (#298)

Coding benchmarks
BenchmarkLlama 3-8BWizardlm 13b
LMArena Coding11521035
BigCodeBench Instruct31.9%—
BigCodeBench Complete36.9%—
HumanEval+56.7%—
MBPP+54.8%—

Reasoning Wizardlm 13b leads

Llama 3-8B: 14.3 (#326), Wizardlm 13b: 19.4 (#259)

Reasoning benchmarks
BenchmarkLlama 3-8BWizardlm 13b
LMArena Hard Prompts11331018
Chess Puzzles0%—
DTBench43.9%—
Adversarial NLI57.3%—
Epoch Capabilities Index116.45—
ForecastBench58.6—
WinoGrande75.7%—

Math Wizardlm 13b leads

Llama 3-8B: 8.8 (#323), Wizardlm 13b: 30.2 (#238)

Math benchmarks
BenchmarkLlama 3-8BWizardlm 13b
LMArena Math11511017
OTIS Mock AIME 2024-20251.9%—
MATH Level 56.1%—

Knowledge Not comparable

Llama 3-8B: 7.8 (#308), Wizardlm 13b: —

Knowledge benchmarks
BenchmarkLlama 3-8BWizardlm 13b
GPQA Diamond26.1%—
LMArena Expert1113—
ARC (AI2) Challenge82.8%—
MMLU68.8%—
OpenBookQA82.6%—
TriviaQA67.7%—

Multilingual Llama 3-8B leads

Llama 3-8B: 30.8 (#261), Wizardlm 13b: 27.1 (#277)

Multilingual benchmarks
BenchmarkLlama 3-8BWizardlm 13b
LMArena Non-English10981034
LMArena Chinese10761023
LMArena French1159—
LMArena German1104—
LMArena Japanese967—
LMArena Korean1004—
LMArena Russian1109—
LMArena Spanish1173—

Instruction Following Llama 3-8B leads

Llama 3-8B: 58.4 (#260), Wizardlm 13b: 53.5 (#285)

Instruction Following benchmarks
BenchmarkLlama 3-8BWizardlm 13b
LMArena Instruction Following11271048

Long Context Llama 3-8B leads

Llama 3-8B: 34.2 (#251), Wizardlm 13b: 32.0 (#273)

Long Context benchmarks
BenchmarkLlama 3-8BWizardlm 13b
LMArena Longer Query11281054

Writing & Preference Llama 3-8B leads

Llama 3-8B: 37.5 (#256), Wizardlm 13b: 30.5 (#287)

Writing & Preference benchmarks
BenchmarkLlama 3-8BWizardlm 13b
LMArena Text11661077
LMArena Creative Writing11501091
LMArena Multi-Turn11521047

Frequently asked questions

Is Llama 3-8B better than Wizardlm 13b?

Wizardlm 13b is the stronger model overall, scoring 31.4 to 25.5 on the Noometry Index.

Is Llama 3-8B or Wizardlm 13b better for coding?

They score almost the same on coding (31.0 vs 30.1); test both on your own repository before choosing.

How many benchmarks do Llama 3-8B and Wizardlm 13b share?

10 benchmarks have published results for both models. Llama 3-8B has 34 scored results on Noometry and Wizardlm 13b has 10.

Related comparisons

Go deeper