winnow-12b
LM-STUDIO GGUFgemma4 · 12B · Q8_0
Nov 1, 2026 · AMD RYZEN AI MAX+ 395
qwen3-next:80b-a3b-instruct-q4_K_M
OLLAMA GGUFqwen3next · 79.7B · Q4_K_M
Aug 1, 2026 · Intel Xeon® E5-2637 v3
Global Score
77 vs 80
Hardware Fit
38 vs 54
Quality Score
93 vs 91
Hardware
winnow-12b qwen3-next:80b-a3b…
MachineGMKtec EVO-X3Dell Inc. Precision Tower 7910
CPUAMD RYZEN AI MAX+ 395Intel Xeon® E5-2637 v3
Cores3216
RAM120 GB96 GB
GPUAMD Radeon(TM) 8060S GraphicsNVIDIA GeForce RTX 5060 Ti
OSMicrosoft Windows 11 Pro 10.0.26300Microsoft Windows 10 Pro 10.0.19045
Archx64x64
Power Modebalancedbalanced
Performance
winnow-12b qwen3-next:80b-a3b…
Tokens/sec12.914.9
First chunk19 ms1808 ms
TTFT9.7 s1.8 s
Load time86.2 s95.0 s
Memory usage51.3 GB48.0 GB
Memory %43%50%
HW Fit Score Breakdown
winnow-12b
Speed
11/50
TTFT
0/20
Memory
27/30
qwen3-next:80b-a3b-inst…
Speed
16/50
TTFT
13/20
Memory
25/30
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-next:80b-a3b-inst…
Reasoning
18/20
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