codegemma:7b
gemma · 9B · Q4_0
Mar 1, 2026 · Apple M4
phi4-mini
Mar 1, 2026 · Apple M4
Global Score
74 vs 39
Hardware Fit
91 vs 66
Quality Score
62 vs 21
Hardware
codegemma: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
codegemma:7b phi4-mini
Tokens/sec18.721.8
TTFT320 ms9.6 s
Load time0.8 s3.5 s
Memory usage8.7 GB0.0 GB
Memory %27%0%
HW Fit Score Breakdown
codegemma:7b
Speed
31/40
TTFT
30/30
Memory
30/30
phi4-mini
Speed
31/40
TTFT
5/30
Memory
30/30
Quality
codegemma:7b
Reasoning
1/20
Coding
14/20
Instruction
13/20
Structured
15/15
Math
10/15
Multilingual
9/10
Reasoning: Poor Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate 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
Run yours and compare
npx metrillm@latest benchRequires Node 20+ and Ollama or LM Studio running