gemma4:12b-it-qat
OLLAMA GGUFgemma4 · 11.9B · Q4_0
Jun 25, 2026 · Apple M4 Pro
qwen3-coder:latest
OLLAMA GGUFqwen3moe · 30.5B · Q4_K_M
May 24, 2026 · Intel Gen Intel® Core™ i7-1355U
Global Score
88 vs 76
Hardware Fit
86 vs 51
Quality Score
89 vs 87
Hardware
gemma4:12b-it-qat qwen3-coder:latest
MachineMac miniDell Inc. Inspiron 15 3530
CPUApple M4 ProIntel Gen Intel® Core™ i7-1355U
Cores1212
RAM24 GB31 GB
GPUApple M4 ProRaptor Lake-P [Iris Xe Graphics]
OSmacOS 15.6.1cachyos rolling
Archarm64x64
Power Modebalancedlow-power
Performance
gemma4:12b-it-qat qwen3-coder:latest
Tokens/sec30.07.6
First chunk686 ms2037 ms
TTFT7.1 s2.0 s
Load time5.4 s8.7 s
Memory usage7.1 GB18.9 GB
Memory %30%61%
HW Fit Score Breakdown
gemma4:12b-it-qat
Speed
50/50
TTFT
6/20
Memory
30/30
qwen3-coder:latest
Speed
13/50
TTFT
18/20
Memory
20/30
Quality
gemma4:12b-it-qat
Reasoning
18/20
Coding
18/20
Instruction
14/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong
qwen3-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