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lfm2.5:latest

OLLAMA GGUF

lfm2moe · 8.5B · Q4_K_M

Good

Jun 11, 2026 · Intel Core™ i5-8350U

qwen3.8:27b

OLLAMA GGUF

qwen35 · 27.3B · Q4_K_M

Excellent

Aug 15, 2026 · AMD RYZEN AI MAX+ 395

Global Score
73 vs 80
Hardware Fit
93 vs 66
Quality Score
65 vs 86

Hardware

lfm2.5:latest qwen3.8:27b
MachineLENOVO 20L7CTO1WWAZW GTR Pro
CPUIntel Core™ i5-8350UAMD RYZEN AI MAX+ 395
Cores832
RAM23 GB125 GB
GPUKaby Lake-R GT2 [UHD Graphics 620]Radeon 8060S
OSFedora Linux 44Ubuntu 24.04.4 LTS
Archx64x64
Power Modeperformancelow-power

Performance

lfm2.5:latest qwen3.8:27b
Tokens/sec18.318.4
First chunk981 ms587 ms
TTFT981 ms587 ms
Load time8.0 s7.4 s
Memory usage4.9 GB17.4 GB
Memory %21%14%

HW Fit Score Breakdown

lfm2.5:latest

Speed
43/50
TTFT
20/20
Memory
30/30

qwen3.8:27b

Speed
17/50
TTFT
19/20
Memory
30/30

Quality

lfm2.5:latest

Reasoning
2/20
Coding
11/20
Instruction
14/20
Structured
13/15
Math
15/15
Multilingual
10/10
Reasoning: Poor Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

qwen3.8:27b

Reasoning
17/20
Coding
18/20
Instruction
16/20
Structured
14/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

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