gemma4:12b-it-qat
OLLAMA GGUFgemma4 · 11.9B · Q4_0
Jun 25, 2026 · Apple M4 Pro
qwen3.8-27b-uncensored-ymq-mtp
LM-STUDIO GGUFqwen35 · 27B
Sep 12, 2026 · AMD Ryzen 5 5600X 6-Core Processor
Global Score
88 vs 84
Hardware Fit
86 vs 81
Quality Score
89 vs 85
Hardware
gemma4:12b-it-qat qwen3.8-27b-uncens…
MachineMac miniGigabyte Technology Co., Ltd. X570 AORUS PRO
CPUApple M4 ProAMD Ryzen 5 5600X 6-Core Processor
Cores1212
RAM24 GB32 GB
GPUApple M4 ProNVIDIA GeForce RTX 5070 Ti
OSmacOS 15.6.1Microsoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedbalanced
Performance
gemma4:12b-it-qat qwen3.8-27b-uncens…
Tokens/sec30.018.3
First chunk686 ms9 ms
TTFT7.1 s522 ms
Load time5.4 s7.7 s
Memory usage7.1 GB14.9 GB
Memory %30%47%
HW Fit Score Breakdown
gemma4:12b-it-qat
Speed
50/50
TTFT
6/20
Memory
30/30
qwen3.8-27b-uncensored-…
Speed
35/50
TTFT
20/20
Memory
26/30
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
qwen3.8-27b-uncensored-…
Reasoning
16/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
10/15
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