gemma4:12b-it-qat
OLLAMA GGUFgemma4 · 11.9B · Q4_0
Jun 25, 2026 · Apple M4 Pro
qwen3.5:122b-a10b
OLLAMA GGUFqwen35moe · 125.1B · Q4_K_M
Mar 12, 2026 · AMD RYZEN AI MAX+ 395
Global Score
88 vs 80
Hardware Fit
86 vs 52
Quality Score
89 vs 92
Hardware
gemma4:12b-it-qat qwen3.5:122b-a10b
MachineMac miniAZW GTR Pro
CPUApple M4 ProAMD RYZEN AI MAX+ 395
Cores1232
RAM24 GB125 GB
GPUApple M4 ProRadeon 8060S
OSmacOS 15.6.1Ubuntu 24.04.4 LTS
Archarm64x64
Power Modebalancedperformance
Performance
gemma4:12b-it-qat qwen3.5:122b-a10b
Tokens/sec30.019.1
First chunk686 ms467 ms
TTFT7.1 s467 ms
Load time5.4 s30.0 s
Memory usage7.1 GB89.3 GB
Memory %30%72%
HW Fit Score Breakdown
gemma4:12b-it-qat
Speed
50/50
TTFT
6/20
Memory
30/30
qwen3.5:122b-a10b
Speed
18/50
TTFT
20/20
Memory
14/30
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
qwen3.5:122b-a10b
Reasoning
19/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong 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