codegemma:7b
gemma · 9B · Q4_0
Mar 1, 2026 · Apple M4
gemma2:2b
gemma2 · 2.6B · Q4_0
Mar 2, 2026 · Apple M4
Global Score
71 vs 77
Hardware Fit
91 vs 100
Quality Score
62 vs 67
Hardware
codegemma:7b gemma2:2b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced
Performance
codegemma:7b gemma2:2b
Tokens/sec18.755.1
TTFT320 ms152 ms
Load time0.8 s0.6 s
Memory usage8.7 GB2.8 GB
Memory %27%9%
HW Fit Score Breakdown
codegemma:7b
Speed
31/40
TTFT
30/30
Memory
30/30
gemma2:2b
Speed
40/40
TTFT
30/30
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
gemma2:2b
Reasoning
11/20
Coding
13/20
Instruction
14/20
Structured
15/15
Math
4/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong
Run yours and compare
npx metrillm@latest benchRequires Node 20+ and Ollama or LM Studio running