gemma4:12b-mlx
OLLAMA GGUFJul 4, 2026 · Apple M2 Pro
qwen3-coder:latest
OLLAMA GGUFqwen3moe · 30.5B · Q4_K_M
May 24, 2026 · Intel Gen Intel® Core™ i7-1355U
Global Score
91 vs 76
Hardware Fit
96 vs 51
Quality Score
89 vs 87
Hardware
gemma4:12b-mlx qwen3-coder:latest
MachineMacBook ProDell Inc. Inspiron 15 3530
CPUApple M2 ProIntel Gen Intel® Core™ i7-1355U
Cores1012
RAM16 GB31 GB
GPUApple M2 ProRaptor Lake-P [Iris Xe Graphics]
OSmacOS 26.5cachyos rolling
Archarm64x64
Power Modebalancedlow-power
Performance
gemma4:12b-mlx qwen3-coder:latest
Tokens/sec24.77.6
First chunk610 ms2037 ms
TTFT610 ms2.0 s
Load time3.6 s8.7 s
Memory usage7.1 GB18.9 GB
Memory %45%61%
HW Fit Score Breakdown
gemma4:12b-mlx
Speed
50/50
TTFT
20/20
Memory
26/30
qwen3-coder:latest
Speed
13/50
TTFT
18/20
Memory
20/30
Quality
gemma4:12b-mlx
Reasoning
16/20
Coding
19/20
Instruction
17/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
qwen3-coder:latest
Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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