gemma4:12b-mlx
OLLAMA GGUFJul 4, 2026 · Apple M2 Pro
qwen3.5:9b-q8_0
OLLAMA GGUFqwen35 · 9.7B · Q8_0
Sep 15, 2026 · Intel Core™ i5-14400F
Global Score
84 vs 86
Hardware Fit
82 vs 100
Quality Score
85 vs 80
Hardware
gemma4:12b-mlx qwen3.5:9b-q8_0
MachineMacBook ProGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4
CPUApple M2 ProIntel Core™ i5-14400F
Cores1016
RAM16 GB32 GB
GPUApple M2 ProNVIDIA GeForce RTX 5060 Ti
OSmacOS 26.5Microsoft Windows 11 Professionnel 10.0.26200
Archarm64x64
Power Modebalancedbalanced
Performance
gemma4:12b-mlx qwen3.5:9b-q8_0
Tokens/sec27.237.7
First chunk732 ms120 ms
TTFT8.1 s120 ms
Load time3.5 s8.3 s
Memory usage7.1 GB8.4 GB
Memory %44%26%
HW Fit Score Breakdown
gemma4:12b-mlx
Speed
50/50
TTFT
6/20
Memory
26/30
qwen3.5:9b-q8_0
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
gemma4:12b-mlx
Reasoning
16/20
Coding
17/20
Instruction
13/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
qwen3.5:9b-q8_0
Reasoning
14/20
Coding
16/20
Instruction
15/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate 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