Model comparison

Codellama 70b Instruct vs Phi-4 Mini

Codellama 70b Instruct is the stronger model overall, scoring 33.3 to 30.4 on the Noometry Index.

Last verified . 0 shared benchmarks.

Codellama 70b Instruct Meta

33.3

Rank #236 Confirmed

Phi-4 Mini Microsoft

30.4

Rank #280 Reported

Summary

  • The widest gap is in coding, where Codellama 70b Instruct leads 37.0 to 27.6.

Side by side

Codellama 70b Instruct and Phi-4 Mini specifications
Codellama 70b InstructPhi-4 Mini
ProviderMetaMicrosoft
Noometry Index33.330.4
Released—2024-12-11
WeightsOpenOpen
Context window—128K
Max output—4K
Input $ / M tokens—$0.075
Output $ / M tokens—$0.30
Results tracked73

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Category by category

Coding Codellama 70b Instruct leads

Codellama 70b Instruct: 37.0 (#189), Phi-4 Mini: 27.6 (#312)

Coding benchmarks
BenchmarkCodellama 70b InstructPhi-4 Mini
SciCode—10.8%
BigCodeBench Instruct40.7%—
BigCodeBench Complete49.6%—
HumanEval+65.9%—

Reasoning Phi-4 Mini leads

Codellama 70b Instruct: 19.2 (#241), Phi-4 Mini: 21.7 (#190)

Reasoning benchmarks
BenchmarkCodellama 70b InstructPhi-4 Mini
CritPt—0%
LMArena Hard Prompts1052—

Knowledge Not comparable

Codellama 70b Instruct: —, Phi-4 Mini: 24.8 (#261)

Knowledge benchmarks
BenchmarkCodellama 70b InstructPhi-4 Mini
Vectara Hallucination Rate—23.5%

Multilingual Not comparable

Codellama 70b Instruct: 24.9 (#283), Phi-4 Mini: —

Multilingual benchmarks
BenchmarkCodellama 70b InstructPhi-4 Mini
LMArena Non-English992—

Instruction Following Not comparable

Codellama 70b Instruct: 52.1 (#288), Phi-4 Mini: —

Instruction Following benchmarks
BenchmarkCodellama 70b InstructPhi-4 Mini
LMArena Instruction Following1024—

Writing & Preference Not comparable

Codellama 70b Instruct: 33.6 (#272), Phi-4 Mini: —

Writing & Preference benchmarks
BenchmarkCodellama 70b InstructPhi-4 Mini
LMArena Text1057—

Frequently asked questions

Is Codellama 70b Instruct better than Phi-4 Mini?

Codellama 70b Instruct is the stronger model overall, scoring 33.3 to 30.4 on the Noometry Index.

Is Codellama 70b Instruct or Phi-4 Mini better for coding?

Codellama 70b Instruct scores higher on coding benchmarks: 37.0 versus 27.6 in the Noometry coding category.

How many benchmarks do Codellama 70b Instruct and Phi-4 Mini share?

0 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Phi-4 Mini has 3.

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