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codellama:7b

llama · 7B · Q4_0

Good

Mar 1, 2026 · Apple M4

phi4:14b

phi3 · 14.7B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

Global Score
63 vs 63
Hardware Fit
97 vs 77
Quality Score
49 vs 57

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 Modebalancedunknown

Performance

codellama:7b phi4:14b
Tokens/sec23.611.1
TTFT297 ms515 ms
Load time0.9 s9.3 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
17/40
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
16/20
Coding
0/20
Instruction
11/20
Structured
13/15
Math
7/15
Multilingual
10/10
Reasoning: Strong Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

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