phi4-mini
Mar 1, 2026 · Apple M4
codegemma:7b
gemma · 9B · Q4_0
Mar 1, 2026 · Apple M4
Global Score
39 vs 74
Hardware Fit
66 vs 91
Quality Score
21 vs 62
Hardware
phi4-mini codegemma:7b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced
Performance
phi4-mini codegemma:7b
Tokens/sec21.818.7
TTFT9.6 s320 ms
Load time3.5 s0.8 s
Memory usage0.0 GB8.7 GB
Memory %0%27%
HW Fit Score Breakdown
phi4-mini
Speed
31/40
TTFT
5/30
Memory
30/30
codegemma:7b
Speed
31/40
TTFT
30/30
Memory
30/30
Quality
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
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
Run yours and compare
npx metrillm@latest benchRequires Node 20+ and Ollama or LM Studio running