winnow-12b
LM-STUDIO GGUFgemma4 · 12B · Q8_0
Nov 1, 2026 · AMD RYZEN AI MAX+ 395
nemotron-3-super:latest
OLLAMA GGUFnemotron_h_moe · 123.6B · Q4_K_M
Oct 3, 2026 · Cortex-X925
Global Score
77 vs 74
Hardware Fit
38 vs 50
Quality Score
93 vs 84
Hardware
winnow-12b nemotron-3-super:l…
MachineGMKtec EVO-X3NVIDIA NVIDIA_DGX_Spark
CPUAMD RYZEN AI MAX+ 395Cortex-X925
Cores3220
RAM120 GB122 GB
GPUAMD Radeon(TM) 8060S GraphicsDevice 2e12
OSMicrosoft Windows 11 Pro 10.0.26300Ubuntu 24.04.5 LTS
Archx64arm64
Power Modebalancedperformance
Performance
winnow-12b nemotron-3-super:l…
Tokens/sec12.921.8
First chunk19 ms420 ms
TTFT9.7 s2.2 s
Load time86.2 s12.4 s
Memory usage51.3 GB79.5 GB
Memory %43%65%
HW Fit Score Breakdown
winnow-12b
Speed
11/50
TTFT
0/20
Memory
27/30
nemotron-3-super:latest
Speed
23/50
TTFT
10/20
Memory
17/30
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-super:latest
Reasoning
17/20
Coding
18/20
Instruction
11/20
Structured
14/15
Math
14/15
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