gemma4:e2b-mlx
OLLAMA GGUFAug 26, 2026 · Apple M1 Pro
codegemma:7b
OLLAMA GGUFgemma · 9B · Q4_0
Mar 1, 2026 · Apple M4
Global Score
88 vs 71
Hardware Fit
79 vs 91
Quality Score
92 vs 62
Hardware
gemma4:e2b-mlx codegemma:7b
MachineMacBook ProMacBook Air
CPUApple M1 ProApple M4
Cores1010
RAM16 GB32 GB
GPUApple M1 ProApple M4
OSmacOS 26.6.2macOS 26.3
Archarm64arm64
Power Modebalancedbalanced
Performance
gemma4:e2b-mlx codegemma:7b
Tokens/sec72.818.7
First chunk134 msN/A
TTFT30.0 s320 ms
Load time2.6 s0.8 s
Memory usage5.7 GB8.7 GB
Memory %36%27%
HW Fit Score Breakdown
gemma4:e2b-mlx
Speed
50/50
TTFT
0/20
Memory
29/30
codegemma:7b
Speed
31/50
TTFT
30/20
Memory
30/30
Quality
gemma4:e2b-mlx
Reasoning
19/20
Coding
18/20
Instruction
15/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
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
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest