winnow-12b
LM-STUDIO GGUFgemma4 · 12B · Q8_0
Nov 1, 2026 · AMD RYZEN AI MAX+ 395
qwen3.8-27b-uncensored-ymq-mtp
LM-STUDIO GGUFqwen35 · 27B
Sep 12, 2026 · AMD Ryzen 5 5600X 6-Core Processor
Global Score
77 vs 84
Hardware Fit
38 vs 81
Quality Score
93 vs 85
Hardware
winnow-12b qwen3.8-27b-uncens…
MachineGMKtec EVO-X3Gigabyte Technology Co., Ltd. X570 AORUS PRO
CPUAMD RYZEN AI MAX+ 395AMD Ryzen 5 5600X 6-Core Processor
Cores3212
RAM120 GB32 GB
GPUAMD Radeon(TM) 8060S GraphicsNVIDIA GeForce RTX 5070 Ti
OSMicrosoft Windows 11 Pro 10.0.26300Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced
Performance
winnow-12b qwen3.8-27b-uncens…
Tokens/sec12.918.3
First chunk19 ms9 ms
TTFT9.7 s522 ms
Load time86.2 s7.7 s
Memory usage51.3 GB14.9 GB
Memory %43%47%
HW Fit Score Breakdown
winnow-12b
Speed
11/50
TTFT
0/20
Memory
27/30
qwen3.8-27b-uncensored-…
Speed
35/50
TTFT
20/20
Memory
26/30
Quality
winnow-12b
Reasoning
19/20
Coding
19/20
Instruction
18/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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