codellama:7b

llama · 7B · Q4_0

Good

Mar 1, 2026 · Apple M4

phi4-mini

Not Rec.

Mar 1, 2026 · Apple M4

Global Score

63 vs 35

Hardware Fit

97 vs 66

Quality Score

49 vs 21

Hardware

codellama:7b phi4-mini

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

codellama:7b phi4-mini

Tokens/sec23.621.8

TTFT297 ms9.6 s

Load time0.9 s3.5 s

Memory usage12.6 GB0.0 GB

Memory %39%0%

HW Fit Score Breakdown

codellama:7b

Speed

37/40

TTFT

30/30

Memory

30/30

phi4-mini

Speed

31/40

TTFT

5/30

Memory

30/30

Quality

codellama:7b

Reasoning

6/20

Coding

7/20

Instruction

12/20

Structured

13/15

Math

3/15

Multilingual

8/10

Reasoning: Weak Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

phi4-mini

Reasoning

11/20

Coding

0/20

Instruction

0/20

Structured

0/15

Math

5/15

Multilingual

5/10

Reasoning: Adequate Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Weak Multilingual: Weak

View codellama:7b details | View phi4-mini details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running