codellama:7b

llama · 7B · Q4_0

Good

Mar 1, 2026 · Apple M4

phi4:14b

phi3 · 14.7B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

Global Score

68 vs 75

Hardware Fit

97 vs 79

Quality Score

49 vs 73

Hardware

codellama:7b phi4:14b

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

codellama:7b phi4:14b

Tokens/sec23.611.0

TTFT297 ms532 ms

Load time0.9 s0.7 s

Memory usage12.6 GB13.4 GB

Memory %39%42%

HW Fit Score Breakdown

codellama:7b

Speed

37/40

TTFT

30/30

Memory

30/30

phi4:14b

Speed

19/40

TTFT

30/30

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

phi4:14b

Reasoning

15/20

Coding

18/20

Instruction

10/20

Structured

13/15

Math

7/15

Multilingual

10/10

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

View codellama:7b details | View phi4:14b details

Run yours and compare

npx metrillm@latest bench

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