winnow-12b
LM-STUDIO GGUFgemma4 · 12B · Q8_0
Nov 1, 2026 · AMD RYZEN AI MAX+ 395
Qwen3-Coder-30B:30b
OLLAMA GGUFqwen3moe · 30.5B · Q4_K_M
Aug 18, 2026 · Intel Core™ i7-14700F
Global Score
77 vs 91
Hardware Fit
38 vs 100
Quality Score
93 vs 87
Hardware
winnow-12b Qwen3-Coder-30B:30b
MachineGMKtec EVO-X3HP OMEN 35L VALORANT Limited Edition Gaming Desktop PC
CPUAMD RYZEN AI MAX+ 395Intel Core™ i7-14700F
Cores3228
RAM120 GB128 GB
GPUAMD Radeon(TM) 8060S GraphicsNVIDIA GeForce RTX 5080
OSMicrosoft Windows 11 Pro 10.0.26300Microsoft Windows 11 Enterprise 10.0.26200
Archx64x64
Power Modebalancedbalanced
Performance
winnow-12b Qwen3-Coder-30B:30b
Tokens/sec12.974.0
First chunk19 ms381 ms
TTFT9.7 s381 ms
Load time86.2 s15.3 s
Memory usage51.3 GB17.9 GB
Memory %43%14%
HW Fit Score Breakdown
winnow-12b
Speed
11/50
TTFT
0/20
Memory
27/30
Qwen3-Coder-30B:30b
Speed
50/50
TTFT
20/20
Memory
30/30
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-Coder-30B:30b
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