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lfm2.5:latest

OLLAMA GGUF

lfm2moe · 8.5B · Q4_K_M

Good

Jun 20, 2026 · AMD RYZEN AI MAX+ 395

winnow-12b

LM-STUDIO GGUF

gemma4 · 12B · Q8_0

Good

Nov 1, 2026 · AMD RYZEN AI MAX+ 395

Global Score
79 vs 77
Hardware Fit
100 vs 38
Quality Score
70 vs 93

Hardware

lfm2.5:latest winnow-12b
MachineAZW GTR ProGMKtec EVO-X3
CPUAMD RYZEN AI MAX+ 395AMD RYZEN AI MAX+ 395
Cores3232
RAM125 GB120 GB
GPURadeon 8060SAMD Radeon(TM) 8060S Graphics
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Pro 10.0.26300
Archx64x64
Power Modelow-powerbalanced

Performance

lfm2.5:latest winnow-12b
Tokens/sec134.412.9
First chunk226 ms19 ms
TTFT226 ms9.7 s
Load time1.8 s86.2 s
Memory usage6.9 GB51.3 GB
Memory %6%43%

HW Fit Score Breakdown

lfm2.5:latest

Speed
50/50
TTFT
20/20
Memory
30/30

winnow-12b

Speed
11/50
TTFT
0/20
Memory
27/30

Quality

lfm2.5:latest

Reasoning
2/20
Coding
11/20
Instruction
17/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Poor Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Strong 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
View lfm2.5:latest details | View winnow-12b details

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest