winnow-12b
LM-STUDIO GGUFgemma4 · 12B · Q8_0
Nov 1, 2026 · AMD RYZEN AI MAX+ 395
qwen3.6-35b-a3b-claude-4.7-opus-reasoning-distilled-apex-mtp
LM-STUDIO GGUFqwen35moe · 35B
Jun 19, 2026 · AMD Ryzen 5 5600X 6-Core Processor
Global Score
77 vs 89
Hardware Fit
38 vs 90
Quality Score
93 vs 88
Hardware
winnow-12b qwen3.6-35b-a3b-cl…
MachineGMKtec EVO-X3Gigabyte Technology Co., Ltd. B550M AORUS PRO
CPUAMD RYZEN AI MAX+ 395AMD Ryzen 5 5600X 6-Core Processor
Cores3212
RAM120 GB47 GB
GPUAMD Radeon(TM) 8060S GraphicsAD106 [GeForce RTX 4060 Ti]
OSMicrosoft Windows 11 Pro 10.0.26300cachyos rolling
Archx64x64
Power Modebalancedlow-power
Performance
winnow-12b qwen3.6-35b-a3b-cl…
Tokens/sec12.942.2
First chunk19 ms40 ms
TTFT9.7 s2.7 s
Load time86.2 sN/A
Memory usage51.3 GB21.9 GB
Memory %43%47%
HW Fit Score Breakdown
winnow-12b
Speed
11/50
TTFT
0/20
Memory
27/30
qwen3.6-35b-a3b-claude-…
Speed
50/50
TTFT
14/20
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
qwen3.6-35b-a3b-claude-…
Reasoning
19/20
Coding
16/20
Instruction
14/20
Structured
14/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate 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