Model comparison

Llama 3-70B vs Mistral Small

Mistral Small is the stronger model overall, scoring 33.4 to 28.8 on the Noometry Index.

Last verified . 25 shared benchmarks.

Llama 3-70B Meta

28.8

Rank #323 Confirmed

Mistral Small Mistral AI

33.4

Rank #243 Confirmed

Summary

  • They share 25 benchmarks with published results for both. Llama 3-70B scores higher in 1 category and Mistral Small in 8 categories; 9 gaps are clear of the uncertainty.
  • The widest gap is in multilingual, where Mistral Small leads 45.5 to 33.6.
  • The biggest single-benchmark swing is MATH Level 5: 22.6% for Llama 3-70B and 46.8% for Mistral Small.

Side by side

Llama 3-70B and Mistral Small specifications
Llama 3-70BMistral Small
ProviderMetaMistral AI
Noometry Index28.833.4
Released2024-04-182024-02-26
WeightsOpenOpen
Context window—262K
Max output—256K
Input $ / M tokens—$0.15
Output $ / M tokens—$0.60
Results tracked3139

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Category by category

Coding Llama 3-70B leads

Llama 3-70B: 35.8 (#218), Mistral Small: 34.0 (#247)

Coding benchmarks
BenchmarkLlama 3-70BMistral Small
BigCodeBench Instruct43.6%36.1%
LMArena Coding12061362
BigCodeBench Complete54.5%46.6%
SciCode—26.5%
LiveBench Coding—36.2%
ALE-Bench—497.62
HumanEval+72%—
MBPP+69%—

Agentic & Tool Use Mistral Small leads

Llama 3-70B: 21.1 (#139), Mistral Small: 28.1 (#93)

Agentic & Tool Use benchmarks
BenchmarkLlama 3-70BMistral Small
Berkeley Function Calling Leaderboard—37.1%
Cybench5%—

Reasoning Mistral Small leads

Llama 3-70B: 18.0 (#288), Mistral Small: 19.8 (#250)

Reasoning benchmarks
BenchmarkLlama 3-70BMistral Small
Kagi LLM Benchmark35.1%37.8%
LMArena Hard Prompts11951335
DTBench54.2%70.9%
CritPt—0%
LiveBench Reasoning—44.8%
LiveBench Data Analysis—53.7%
LMCA—20.6%
Epoch Capabilities Index122.93—
ForecastBench57.1—
LiveBench—44%
WinoGrande83.5%—

Math Mistral Small leads

Llama 3-70B: 12.8 (#305), Mistral Small: 16.4 (#293)

Math benchmarks
BenchmarkLlama 3-70BMistral Small
OTIS Mock AIME 2024-20254.3%5.8%
LMArena Math12181341
MATH Level 522.6%46.8%
LiveBench Math—39.9%

Knowledge Mistral Small leads

Llama 3-70B: 20.8 (#277), Mistral Small: 31.0 (#222)

Knowledge benchmarks
BenchmarkLlama 3-70BMistral Small
GPQA Diamond40.6%47.5%
LMArena Expert11491291
MMLU79.3%68.7%
Vectara Hallucination Rate—5.1%

Multimodal Not comparable

Llama 3-70B: —, Mistral Small: 33.5 (#96)

Multimodal benchmarks
BenchmarkLlama 3-70BMistral Small
LMArena Vision—1142

Multilingual Mistral Small leads

Llama 3-70B: 33.6 (#251), Mistral Small: 45.5 (#169)

Multilingual benchmarks
BenchmarkLlama 3-70BMistral Small
LMArena Non-English11421315
LMArena Chinese11141340
LMArena French12321337
LMArena German11691340
LMArena Japanese10171275
LMArena Korean10171259
LMArena Russian11591324
LMArena Spanish12411346

Instruction Following Mistral Small leads

Llama 3-70B: 62.5 (#238), Mistral Small: 66.4 (#209)

Instruction Following benchmarks
BenchmarkLlama 3-70BMistral Small
LMArena Instruction Following11941310
LiveBench Instruction Following—63.7%

Long Context Mistral Small leads

Llama 3-70B: 35.6 (#240), Mistral Small: 40.4 (#156)

Long Context benchmarks
BenchmarkLlama 3-70BMistral Small
LMArena Longer Query11741327

Writing & Preference Mistral Small leads

Llama 3-70B: 42.8 (#231), Mistral Small: 52.5 (#171)

Writing & Preference benchmarks
BenchmarkLlama 3-70BMistral Small
LMArena Text12211338
LMArena Creative Writing12101305
LMArena Multi-Turn12231344
LiveBench Language—30.5%

Frequently asked questions

Is Llama 3-70B better than Mistral Small?

Mistral Small is the stronger model overall, scoring 33.4 to 28.8 on the Noometry Index.

Is Llama 3-70B or Mistral Small better for coding?

Llama 3-70B scores higher on coding benchmarks: 35.8 versus 34.0 in the Noometry coding category.

How many benchmarks do Llama 3-70B and Mistral Small share?

25 benchmarks have published results for both models. Llama 3-70B has 31 scored results on Noometry and Mistral Small has 39.

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