Model comparison

Deepseek Coder v2 vs Mistral Nemo

Deepseek Coder v2 is the stronger model overall, scoring 35.9 to 26.4 on the Noometry Index.

Last verified . 1 shared benchmarks.

Deepseek Coder v2 DeepSeek

35.9

Rank #220 Confirmed

Mistral Nemo Mistral AI

26.4

Rank #337 Confirmed

Summary

  • They share 1 benchmark with published results for both. Deepseek Coder v2 scores higher in 4 categories and Mistral Nemo in 0 categories; 4 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where Deepseek Coder v2 leads 32.3 to 12.3.

Side by side

Deepseek Coder v2 and Mistral Nemo specifications
Deepseek Coder v2Mistral Nemo
ProviderDeepSeekMistral AI
Noometry Index35.926.4
Released2024-06-172024-07-01
WeightsOpenOpen
Context window—128K
Max output—128K
Input $ / M tokens—$0.15
Output $ / M tokens—$0.15
Results tracked2410

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Category by category

Coding Not comparable

Deepseek Coder v2: 38.1 (#183), Mistral Nemo: —

Coding benchmarks
BenchmarkDeepseek Coder v2Mistral Nemo
BigCodeBench Instruct48.2%—
LMArena Coding1251—
BigCodeBench Complete59.7%—
HumanEval+82.3%—
MBPP+75.1%—

Agentic & Tool Use Not comparable

Deepseek Coder v2: —, Mistral Nemo: 23.5 (#125)

Agentic & Tool Use benchmarks
BenchmarkDeepseek Coder v2Mistral Nemo
Berkeley Function Calling Leaderboard—27.6%
BALROG—17.6%

Reasoning Deepseek Coder v2 leads

Deepseek Coder v2: 23.6 (#176), Mistral Nemo: 20.7 (#232)

Reasoning benchmarks
BenchmarkDeepseek Coder v2Mistral Nemo
LMArena Hard Prompts1207—
DTBench—48.6%
Epoch Capabilities Index—118.68
PIQA—83.5%
WinoGrande83.7%—

Math Deepseek Coder v2 leads

Deepseek Coder v2: 34.9 (#190), Mistral Nemo: 25.5 (#268)

Math benchmarks
BenchmarkDeepseek Coder v2Mistral Nemo
GSM8K94.5%84.2%
LMArena Math1241—
MATH Level 5—10.8%

Knowledge Deepseek Coder v2 leads

Deepseek Coder v2: 32.3 (#212), Mistral Nemo: 12.3 (#298)

Knowledge benchmarks
BenchmarkDeepseek Coder v2Mistral Nemo
GPQA Diamond—29.9%
LMArena Expert1181—
ARC (AI2) Challenge64.3%—
BoolQ—82.5%

Multilingual Not comparable

Deepseek Coder v2: 36.3 (#240), Mistral Nemo: —

Multilingual benchmarks
BenchmarkDeepseek Coder v2Mistral Nemo
LMArena Non-English1182—
LMArena Chinese1201—
LMArena French1185—
LMArena German1164—
LMArena Japanese1126—
LMArena Korean1104—
LMArena Russian1188—
LMArena Spanish1153—

Instruction Following Not comparable

Deepseek Coder v2: 61.7 (#242), Mistral Nemo: —

Instruction Following benchmarks
BenchmarkDeepseek Coder v2Mistral Nemo
LMArena Instruction Following1180—

Long Context Not comparable

Deepseek Coder v2: 37.0 (#224), Mistral Nemo: —

Long Context benchmarks
BenchmarkDeepseek Coder v2Mistral Nemo
LMArena Longer Query1219—

Writing & Preference Deepseek Coder v2 leads

Deepseek Coder v2: 38.2 (#253), Mistral Nemo: 28.5 (#296)

Writing & Preference benchmarks
BenchmarkDeepseek Coder v2Mistral Nemo
LMArena Text1191—
LMArena Creative Writing1120—
EQ-Bench Creative Writing—881
LMArena Multi-Turn1177—

Frequently asked questions

Is Deepseek Coder v2 better than Mistral Nemo?

Deepseek Coder v2 is the stronger model overall, scoring 35.9 to 26.4 on the Noometry Index.

How many benchmarks do Deepseek Coder v2 and Mistral Nemo share?

1 benchmark has published results for both models. Deepseek Coder v2 has 24 scored results on Noometry and Mistral Nemo has 10.

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