Model comparison

Llama 2-7B vs Ministral 3B

Llama 2-7B is the stronger model overall, scoring 29.1 to 26.2 on the Noometry Index.

Last verified . 1 shared benchmarks.

Llama 2-7B Meta

29.1

Rank #317 Confirmed

Ministral 3B Mistral AI

26.2

Rank #338 Confirmed

Summary

  • They share 1 benchmark with published results for both. Llama 2-7B scores higher in 2 categories and Ministral 3B in 1 category; 3 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Llama 2-7B leads 28.2 to 10.4.

Side by side

Llama 2-7B and Ministral 3B specifications
Llama 2-7BMinistral 3B
ProviderMetaMistral AI
Noometry Index29.126.2
Released2023-07-182024-10-01
WeightsOpenOpen
Context window—131K
Max output—262K
Input $ / M tokens—$0.10
Output $ / M tokens—$0.10
Results tracked296

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

Category by category

Coding Not comparable

Llama 2-7B: 29.2 (#307), Ministral 3B: —

Coding benchmarks
BenchmarkLlama 2-7BMinistral 3B
LMArena Coding1002—

Reasoning Ministral 3B leads

Llama 2-7B: 15.7 (#312), Ministral 3B: 18.4 (#282)

Reasoning benchmarks
BenchmarkLlama 2-7BMinistral 3B
Epoch Capabilities Index99.06118.1
Chess Puzzles0%—
LMArena Hard Prompts1009—
DTBench—51.7%
LMCA—5.5%
BIG-Bench Hard39.2%—
HellaSwag77.2%—
LAMBADA73.3%—
PIQA78.8%—
WinoGrande69.2%—

Math Llama 2-7B leads

Llama 2-7B: 30.7 (#233), Ministral 3B: 26.6 (#258)

Math benchmarks
BenchmarkLlama 2-7BMinistral 3B
LMArena Math1042—
MATH Level 5—14.4%
GSM8K16.7%—

Knowledge Llama 2-7B leads

Llama 2-7B: 28.2 (#248), Ministral 3B: 10.4 (#302)

Knowledge benchmarks
BenchmarkLlama 2-7BMinistral 3B
GPQA Diamond—25.3%
Vectara Hallucination Rate—7.3%
LMArena Expert1036—
ARC (AI2) Challenge45.9%—
BoolQ77.9%—
MMLU45.8%—
OpenBookQA58.6%—
TriviaQA73.7%—

Multimodal Not comparable

Llama 2-7B: —, Ministral 3B: —

Multimodal benchmarks
BenchmarkLlama 2-7BMinistral 3B
ScienceQA43.1%—

Multilingual Not comparable

Llama 2-7B: 23.8 (#293), Ministral 3B: —

Multilingual benchmarks
BenchmarkLlama 2-7BMinistral 3B
LMArena Non-English973—
LMArena Chinese973—
LMArena French970—
LMArena German978—
LMArena Russian995—
LMArena Spanish1007—

Instruction Following Not comparable

Llama 2-7B: 50.8 (#298), Ministral 3B: —

Instruction Following benchmarks
BenchmarkLlama 2-7BMinistral 3B
LMArena Instruction Following1006—

Long Context Not comparable

Llama 2-7B: 30.4 (#287), Ministral 3B: —

Long Context benchmarks
BenchmarkLlama 2-7BMinistral 3B
LMArena Longer Query999—

Writing & Preference Not comparable

Llama 2-7B: 28.0 (#298), Ministral 3B: —

Writing & Preference benchmarks
BenchmarkLlama 2-7BMinistral 3B
LMArena Text1053—
LMArena Creative Writing1033—
LMArena Multi-Turn1029—

Frequently asked questions

Is Llama 2-7B better than Ministral 3B?

Llama 2-7B is the stronger model overall, scoring 29.1 to 26.2 on the Noometry Index.

How many benchmarks do Llama 2-7B and Ministral 3B share?

1 benchmark has published results for both models. Llama 2-7B has 29 scored results on Noometry and Ministral 3B has 6.

Related comparisons

Go deeper