winnow-12b
LM-STUDIO GGUFgemma4 · 12B · Q8_0
Nov 1, 2026 · AMD RYZEN AI MAX+ 395
nemotron-3.5-bolt:74b-a9b-iq2
OLLAMA GGUFnemotron_h_moe · 74.0B · IQ2_XXS
Oct 16, 2026 · AMD RYZEN AI MAX+ 395
Global Score
77 vs 90
Hardware Fit
38 vs 96
Quality Score
93 vs 87
Hardware
winnow-12b nemotron-3.5-bolt:…
MachineGMKtec EVO-X3AZW GTR Pro
CPUAMD RYZEN AI MAX+ 395AMD RYZEN AI MAX+ 395
Cores3232
RAM120 GB125 GB
GPUAMD Radeon(TM) 8060S GraphicsRadeon 8060S
OSMicrosoft Windows 11 Pro 10.0.26300Ubuntu 24.04.5 LTS
Archx64x64
Power Modebalancedperformance
Performance
winnow-12b nemotron-3.5-bolt:…
Tokens/sec12.949.9
First chunk19 ms370 ms
TTFT9.7 s370 ms
Load time86.2 s7.6 s
Memory usage51.3 GB3.9 GB
Memory %43%3%
HW Fit Score Breakdown
winnow-12b
Speed
11/50
TTFT
0/20
Memory
27/30
nemotron-3.5-bolt:74b-a…
Speed
46/50
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
nemotron-3.5-bolt:74b-a…
Reasoning
15/20
Coding
18/20
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