llama3.2:3b
OLLAMA GGUFllama · 3.2B · Q4_K_M
Nov 4, 2026 · Intel Core™ i7-9700
winnow-12b
LM-STUDIO GGUFgemma4 · 12B · Q8_0
Nov 1, 2026 · AMD RYZEN AI MAX+ 395
Global Score
71 vs 77
Hardware Fit
90 vs 38
Quality Score
63 vs 93
Hardware
llama3.2:3b winnow-12b
MachineVMware, Inc. VMware Virtual PlatformGMKtec EVO-X3
CPUIntel Core™ i7-9700AMD RYZEN AI MAX+ 395
Cores432
RAM16 GB120 GB
GPUIntegrated / UnknownAMD Radeon(TM) 8060S Graphics
OSUbuntu 24.04.5 LTSMicrosoft Windows 11 Pro 10.0.26300
Archx64x64
Power Modeunknownbalanced
Performance
llama3.2:3b winnow-12b
Tokens/sec13.012.9
First chunk536 ms19 ms
TTFT536 ms9.7 s
Load time82.5 s86.2 s
Memory usage2.4 GB51.3 GB
Memory %15%43%
HW Fit Score Breakdown
llama3.2:3b
Speed
40/50
TTFT
20/20
Memory
30/30
winnow-12b
Speed
11/50
TTFT
0/20
Memory
27/30
Quality
llama3.2:3b
Reasoning
11/20
Coding
14/20
Instruction
14/20
Structured
12/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong
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
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