gemma4:12b
OLLAMA GGUFgemma4 · 11.9B · Q4_K_M
Aug 22, 2026 · Apple M1 Pro
qwen3-coder:latest
OLLAMA GGUFqwen3moe · 30.5B · Q4_K_M
May 24, 2026 · Intel Gen Intel® Core™ i7-1355U
Global Score
63 vs 76
Hardware Fit
62 vs 51
Quality Score
63 vs 87
Hardware
gemma4:12b qwen3-coder:latest
MachineMacBook ProDell Inc. Inspiron 15 3530
CPUApple M1 ProIntel Gen Intel® Core™ i7-1355U
Cores1012
RAM16 GB31 GB
GPUApple M1 ProRaptor Lake-P [Iris Xe Graphics]
OSmacOS 26.6.2cachyos rolling
Archarm64x64
Power Modebalancedlow-power
Performance
gemma4:12b qwen3-coder:latest
Tokens/sec15.37.6
First chunk1142 ms2037 ms
TTFT30.0 s2.0 s
Load time5.4 s8.7 s
Memory usage7.6 GB18.9 GB
Memory %47%61%
HW Fit Score Breakdown
gemma4:12b
Speed
36/50
TTFT
0/20
Memory
26/30
qwen3-coder:latest
Speed
13/50
TTFT
18/20
Memory
20/30
Quality
gemma4:12b
Reasoning
10/20
Coding
10/20
Instruction
9/20
Structured
14/15
Math
10/15
Multilingual
10/10
Reasoning: Weak Coding: Adequate Instruction Following: Weak Structured Output: Strong Math: Adequate 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