Model comparison

Llama 2-70B vs Mistral

Mistral is the stronger model overall, scoring 29.4 to 24.1 on the Noometry Index.

Last verified . 17 shared benchmarks.

Llama 2-70B Meta

24.1

Rank #343 Confirmed

Mistral Mistral AI

29.4

Rank #297 Confirmed

Summary

  • They share 17 benchmarks with published results for both. Llama 2-70B scores higher in 1 category and Mistral in 7 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in math, where Mistral leads 20.5 to 7.5.
  • Llama 2-70B has downloadable open weights; the other is API-only.

Side by side

Llama 2-70B and Mistral specifications
Llama 2-70BMistral
ProviderMetaMistral AI
Noometry Index24.129.4
Released2023-07-18—
WeightsOpenProprietary
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked3522

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Category by category

Coding Mistral leads

Llama 2-70B: 30.8 (#281), Mistral: 33.2 (#249)

Coding benchmarks
BenchmarkLlama 2-70BMistral
LMArena Coding10791162

Reasoning Mistral leads

Llama 2-70B: 13.7 (#324), Mistral: 21.3 (#199)

Reasoning benchmarks
BenchmarkLlama 2-70BMistral
LMArena Hard Prompts10731149
DTBench41.6%—
BIG-Bench Hard64.9%—
CommonsenseQA 2.050%—
Epoch Capabilities Index113.59—
ForecastBench51.4—
HellaSwag85.3%—
LAMBADA78.9%—
PIQA82.8%—
WinoGrande80.2%—

Math Mistral leads

Llama 2-70B: 7.5 (#320), Mistral: 20.5 (#275)

Math benchmarks
BenchmarkLlama 2-70BMistral
LMArena Math10911180
OTIS Mock AIME 2024-20250%—
Omni-MATH—7.2%
MATH Level 53.3%—
GSM8K69.6%—

Knowledge Mistral leads

Llama 2-70B: 7.4 (#305), Mistral: 16.3 (#283)

Knowledge benchmarks
BenchmarkLlama 2-70BMistral
LMArena Expert10391125
GPQA Diamond26.3%—
MMLU-Pro—27.7%
GPQA (HELM)—30.3%
ARC (AI2) Challenge78.3%—
BoolQ88.6%—
MMLU69.9%—
OpenBookQA60.2%—
TriviaQA87.6%—

Multilingual Mistral leads

Llama 2-70B: 27.9 (#269), Mistral: 33.0 (#249)

Multilingual benchmarks
BenchmarkLlama 2-70BMistral
LMArena Non-English10451129
LMArena Chinese9941109
LMArena French10891179
LMArena German10411155
LMArena Japanese9271012
LMArena Korean9641032
LMArena Russian10831168
LMArena Spanish11421143

Instruction Following Llama 2-70B leads

Llama 2-70B: 55.1 (#273), Mistral: 52.9 (#283)

Instruction Following benchmarks
BenchmarkLlama 2-70BMistral
LMArena Instruction Following10711152
IFEval—56.8%

Long Context Mistral leads

Llama 2-70B: 32.2 (#265), Mistral: 35.0 (#240)

Long Context benchmarks
BenchmarkLlama 2-70BMistral
LMArena Longer Query10621154

Writing & Preference Mistral leads

Llama 2-70B: 32.5 (#274), Mistral: 37.2 (#255)

Writing & Preference benchmarks
BenchmarkLlama 2-70BMistral
LMArena Text11151165
LMArena Creative Writing10751158
LMArena Multi-Turn10881147
WildBench—66%

Frequently asked questions

Is Llama 2-70B better than Mistral?

Mistral is the stronger model overall, scoring 29.4 to 24.1 on the Noometry Index.

Is Llama 2-70B or Mistral better for coding?

Mistral scores higher on coding benchmarks: 33.2 versus 30.8 in the Noometry coding category.

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

17 benchmarks have published results for both models. Llama 2-70B has 35 scored results on Noometry and Mistral has 22.

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