Model comparison

Mistral Medium vs StarCoder 2 15B

Mistral Medium has enough public results to be ranked (#218); StarCoder 2 15B does not yet, so treat this comparison as directional.

Last verified . 0 shared benchmarks.

Mistral Medium Mistral AI

36.3

Rank #218 Confirmed

StarCoder 2 15B NVIDIA

38.1

Unranked Sparse

Side by side

Mistral Medium and StarCoder 2 15B specifications
Mistral MediumStarCoder 2 15B
ProviderMistral AINVIDIA
Noometry Index36.338.1
Released2023-12-112024-02-20
WeightsOpenOpen
Context window262K—
Max output262K—
Input $ / M tokens$1.50—
Output $ / M tokens$7.50—
Results tracked367

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Category by category

Coding StarCoder 2 15B leads

Mistral Medium: 34.2 (#243), StarCoder 2 15B: 36.6

Coding benchmarks
BenchmarkMistral MediumStarCoder 2 15B
FrontierCode8%—
SciCode40.2%—
WeirdML43.7%—
LMArena Coding1434—
BigCodeBench Complete—38.4%
ALE-Bench763.98—
HumanEval+—37.8%

Agentic & Tool Use Not comparable

Mistral Medium: 28.3 (#90), StarCoder 2 15B: —

Agentic & Tool Use benchmarks
BenchmarkMistral MediumStarCoder 2 15B
Berkeley Function Calling Leaderboard37.7%—

Reasoning Not comparable

Mistral Medium: 24.0 (#167), StarCoder 2 15B: —

Reasoning benchmarks
BenchmarkMistral MediumStarCoder 2 15B
Kagi LLM Benchmark50%—
CritPt0%—
LMArena Hard Prompts1426—
DTBench75.5%—
LMCA26.1%—
Surface Evolver Bench26.9%—
Epoch Capabilities Index—105
WinoGrande—64.3%

Math Not comparable

Mistral Medium: 28.1 (#245), StarCoder 2 15B: —

Math benchmarks
BenchmarkMistral MediumStarCoder 2 15B
OTIS Mock AIME 2024-202532.2%—
ProofBench9%—
LMArena Math1408—
MATH Level 581.6%—
FrontierMath (Feb 2025 set)0.3%—
GSM8K—57.7%

Knowledge Not comparable

Mistral Medium: 25.0 (#265), StarCoder 2 15B: —

Knowledge benchmarks
BenchmarkMistral MediumStarCoder 2 15B
GPQA Diamond59.5%—
Humanity's Last Exam4.5%—
Vectara Hallucination Rate22.7%—
LMArena Expert1408—
ARC (AI2) Challenge—47.2%
MMLU—64.1%

Multimodal Not comparable

Mistral Medium: 35.3 (#88), StarCoder 2 15B: —

Multimodal benchmarks
BenchmarkMistral MediumStarCoder 2 15B
LMArena Vision1172—

Multilingual Not comparable

Mistral Medium: 52.1 (#91), StarCoder 2 15B: —

Multilingual benchmarks
BenchmarkMistral MediumStarCoder 2 15B
LMArena Non-English1408—
LMArena Chinese1447—
LMArena French1459—
LMArena German1432—
LMArena Japanese1378—
LMArena Korean1380—
LMArena Russian1411—
LMArena Spanish1433—

Instruction Following Not comparable

Mistral Medium: 73.7 (#116), StarCoder 2 15B: —

Instruction Following benchmarks
BenchmarkMistral MediumStarCoder 2 15B
LMArena Instruction Following1398—

Long Context Not comparable

Mistral Medium: 42.9 (#114), StarCoder 2 15B: —

Long Context benchmarks
BenchmarkMistral MediumStarCoder 2 15B
LMArena Longer Query1406—

Writing & Preference Not comparable

Mistral Medium: 60.0 (#103), StarCoder 2 15B: —

Writing & Preference benchmarks
BenchmarkMistral MediumStarCoder 2 15B
LMArena Text1424—
LMArena Creative Writing1391—
Short-Story Creative Writing77.3%—
LMArena Multi-Turn1418—

Frequently asked questions

Is Mistral Medium better than StarCoder 2 15B?

Mistral Medium has enough public results to be ranked (#218); StarCoder 2 15B does not yet, so treat this comparison as directional.

Is Mistral Medium or StarCoder 2 15B better for coding?

StarCoder 2 15B scores higher on coding benchmarks: 36.6 versus 34.2 in the Noometry coding category.

How many benchmarks do Mistral Medium and StarCoder 2 15B share?

0 benchmarks have published results for both models. Mistral Medium has 36 scored results on Noometry and StarCoder 2 15B has 7.

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