Model comparison

Llama 2-70B vs Wizardlm 70b

Wizardlm 70b is the stronger model overall, scoring 33.0 to 24.4 on the Noometry Index.

Last verified . 12 shared benchmarks.

Llama 2-70B Meta

24.4

Rank #349 Confirmed

Wizardlm 70b Microsoft

33.0

Rank #249 Confirmed

Summary

  • They share 12 benchmarks with published results for both. Llama 2-70B scores higher in 0 categories and Wizardlm 70b in 7 categories; 6 gaps are clear of the uncertainty.
  • The widest gap is in math, where Wizardlm 70b leads 32.2 to 8.1.

Side by side

Llama 2-70B and Wizardlm 70b specifications
Llama 2-70BWizardlm 70b
ProviderMetaMicrosoft
Noometry Index24.433.0
Released2023-07-18—
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked3512

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Category by category

Coding Too close to call

Llama 2-70B: 31.4 (#286), Wizardlm 70b: 31.4 (#285)

Coding benchmarks
BenchmarkLlama 2-70BWizardlm 70b
LMArena Coding10791081

Reasoning Wizardlm 70b leads

Llama 2-70B: 14.4 (#325), Wizardlm 70b: 20.7 (#234)

Reasoning benchmarks
BenchmarkLlama 2-70BWizardlm 70b
LMArena Hard Prompts10731079
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 70b leads

Llama 2-70B: 8.1 (#326), Wizardlm 70b: 32.2 (#218)

Math benchmarks
BenchmarkLlama 2-70BWizardlm 70b
LMArena Math10911116
OTIS Mock AIME 2024-20250%—
MATH Level 53.3%—
GSM8K69.6%—

Knowledge Not comparable

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

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

Multilingual Wizardlm 70b leads

Llama 2-70B: 27.7 (#274), Wizardlm 70b: 29.6 (#265)

Multilingual benchmarks
BenchmarkLlama 2-70BWizardlm 70b
LMArena Non-English10451078
LMArena Chinese9951052
LMArena German10411083
LMArena Russian10831155
LMArena French1090—
LMArena Japanese927—
LMArena Korean964—
LMArena Spanish1143—

Instruction Following Wizardlm 70b leads

Llama 2-70B: 54.9 (#278), Wizardlm 70b: 56.3 (#273)

Instruction Following benchmarks
BenchmarkLlama 2-70BWizardlm 70b
LMArena Instruction Following10711093

Long Context Wizardlm 70b leads

Llama 2-70B: 32.3 (#270), Wizardlm 70b: 33.3 (#263)

Long Context benchmarks
BenchmarkLlama 2-70BWizardlm 70b
LMArena Longer Query10621097

Writing & Preference Wizardlm 70b leads

Llama 2-70B: 32.3 (#279), Wizardlm 70b: 34.8 (#269)

Writing & Preference benchmarks
BenchmarkLlama 2-70BWizardlm 70b
LMArena Text11151120
LMArena Creative Writing10751149
LMArena Multi-Turn10881108

Frequently asked questions

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

Wizardlm 70b is the stronger model overall, scoring 33.0 to 24.4 on the Noometry Index.

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

They score almost the same on coding (31.4 vs 31.4); test both on your own repository before choosing.

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

12 benchmarks have published results for both models. Llama 2-70B has 35 scored results on Noometry and Wizardlm 70b has 12.

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