gemma4:12b-mlx
OLLAMA GGUFJul 4, 2026 · Apple M2 Pro
qwen2.5-coder:1.5b
OLLAMA GGUFqwen2 · 1.5B · Q4_K_M
Aug 28, 2026 · Intel Core™ i5-10210U
Global Score
81 vs 68
Hardware Fit
82 vs 100
Quality Score
81 vs 54
Hardware
gemma4:12b-mlx qwen2.5-coder:1.5b
MachineMacBook ProLENOVO 20U30029MB
CPUApple M2 ProIntel Core™ i5-10210U
Cores108
RAM16 GB15 GB
GPUApple M2 ProCometLake-U GT2 [UHD Graphics]
OSmacOS 26.5Pop 24.04 LTS
Archarm64x64
Power Modebalancedlow-power
Performance
gemma4:12b-mlx qwen2.5-coder:1.5b
Tokens/sec25.321.8
First chunk761 ms499 ms
TTFT7.7 s499 ms
Load time3.6 s4.4 s
Memory usage7.1 GB1.5 GB
Memory %44%10%
HW Fit Score Breakdown
gemma4:12b-mlx
Speed
50/50
TTFT
6/20
Memory
26/30
qwen2.5-coder:1.5b
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
gemma4:12b-mlx
Reasoning
16/20
Coding
15/20
Instruction
12/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
qwen2.5-coder:1.5b
Reasoning
8/20
Coding
11/20
Instruction
13/20
Structured
11/15
Math
3/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Adequate Structured Output: Adequate Math: Poor 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