Model comparison

Llama 2-70B vs Mistral Large

Mistral Large is the stronger model overall, scoring 31.9 to 24.4 on the Noometry Index.

Last verified . 24 shared benchmarks.

Llama 2-70B Meta

24.4

Rank #349 Confirmed

Mistral Large Mistral AI

31.9

Rank #263 Confirmed

Summary

  • They share 24 benchmarks with published results for both. Llama 2-70B scores higher in 0 categories and Mistral Large in 8 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Mistral Large leads 30.1 to 7.4.
  • The biggest single-benchmark swing is MATH Level 5: 3.3% for Llama 2-70B and 50.3% for Mistral Large.

Side by side

Llama 2-70B and Mistral Large specifications
Llama 2-70BMistral Large
ProviderMetaMistral AI
Noometry Index24.431.9
Released2023-07-182024-02-26
WeightsOpenOpen
Context window—131K
Max output—16K
Input $ / M tokens—$2
Output $ / M tokens—$6
Results tracked3551

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Category by category

Coding Mistral Large leads

Llama 2-70B: 31.4 (#286), Mistral Large: 34.3 (#240)

Coding benchmarks
BenchmarkLlama 2-70BMistral Large
LMArena Coding10791277
SciCode—36.2%
BigCodeBench Instruct—30%
LiveBench Coding—47.1%
BigCodeBench Complete—38.3%
ALE-Bench—264.7
HumanEval+—62.2%
MBPP+—59.5%

Agentic & Tool Use Not comparable

Llama 2-70B: —, Mistral Large: 28.6 (#89)

Agentic & Tool Use benchmarks
BenchmarkLlama 2-70BMistral Large
Berkeley Function Calling Leaderboard—38.4%

Reasoning Mistral Large leads

Llama 2-70B: 14.4 (#325), Mistral Large: 15.8 (#310)

Reasoning benchmarks
BenchmarkLlama 2-70BMistral Large
LMArena Hard Prompts10731257
DTBench41.6%65.1%
Epoch Capabilities Index113.79128.52
ForecastBench51.457.1
SimpleBench—22.5%
CritPt—0%
LiveBench Reasoning—43.5%
LiveBench Data Analysis—50.1%
LMCA—16.7%
BIG-Bench Hard64.9%—
CommonsenseQA 2.050%—
HellaSwag85.3%—
LAMBADA78.9%—
LiveBench—48.4%
PIQA82.8%—
WinoGrande80.2%—

Math Mistral Large leads

Llama 2-70B: 8.1 (#326), Mistral Large: 18.2 (#291)

Math benchmarks
BenchmarkLlama 2-70BMistral Large
OTIS Mock AIME 2024-20250%8.5%
LMArena Math10911262
MATH Level 53.3%50.3%
Omni-MATH—28.1%
LiveBench Math—42.5%
FrontierMath (Feb 2025 set)—0.3%
GSM8K69.6%—

Knowledge Mistral Large leads

Llama 2-70B: 7.4 (#310), Mistral Large: 30.1 (#230)

Knowledge benchmarks
BenchmarkLlama 2-70BMistral Large
GPQA Diamond26.3%51.3%
LMArena Expert10391232
MMLU69.9%80%
MMLU-Pro—59.9%
Confabulations—21.4%
Vectara Hallucination Rate—4.5%
GPQA (HELM)—43.5%
ARC (AI2) Challenge78.3%—
BoolQ88.6%—
OpenBookQA60.2%—
TriviaQA87.6%—

Multilingual Mistral Large leads

Llama 2-70B: 27.7 (#274), Mistral Large: 40.0 (#219)

Multilingual benchmarks
BenchmarkLlama 2-70BMistral Large
LMArena Non-English10451237
LMArena Chinese9951240
LMArena French10901325
LMArena German10411254
LMArena Japanese9271188
LMArena Korean9641202
LMArena Russian10831257
LMArena Spanish11431268

Instruction Following Mistral Large leads

Llama 2-70B: 54.9 (#278), Mistral Large: 67.9 (#191)

Instruction Following benchmarks
BenchmarkLlama 2-70BMistral Large
LMArena Instruction Following10711249
LiveBench Instruction Following—67.9%
IFEval—87.7%

Long Context Mistral Large leads

Llama 2-70B: 32.3 (#270), Mistral Large: 38.3 (#199)

Long Context benchmarks
BenchmarkLlama 2-70BMistral Large
LMArena Longer Query10621261

Writing & Preference Mistral Large leads

Llama 2-70B: 32.3 (#279), Mistral Large: 40.7 (#242)

Writing & Preference benchmarks
BenchmarkLlama 2-70BMistral Large
LMArena Text11151266
LMArena Creative Writing10751243
LMArena Multi-Turn10881260
Short-Story Creative Writing—69%
EQ-Bench Creative Writing—985
WildBench—80.1%
LiveBench Language—39.4%

Frequently asked questions

Is Llama 2-70B better than Mistral Large?

Mistral Large is the stronger model overall, scoring 31.9 to 24.4 on the Noometry Index.

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

Mistral Large scores higher on coding benchmarks: 34.3 versus 31.4 in the Noometry coding category.

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

24 benchmarks have published results for both models. Llama 2-70B has 35 scored results on Noometry and Mistral Large has 51.

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