lfm2.5:latest
OLLAMA GGUFlfm2moe · 8.5B · Q4_K_M
Jun 11, 2026 · Intel Core™ i5-8350U
gemma4:31b
OLLAMA GGUFgemma4 · 31.3B · Q4_K_M
Apr 3, 2026 · AMD RYZEN AI MAX+ 395
Global Score
73 vs 78
Hardware Fit
93 vs 47
Quality Score
65 vs 92
Hardware
lfm2.5:latest gemma4:31b
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 Modeperformanceperformance
Performance
lfm2.5:latest gemma4:31b
Tokens/sec18.39.8
First chunk981 ms873 ms
TTFT981 ms873 ms
Load time8.0 s7.0 s
Memory usage4.9 GB68.3 GB
Memory %21%55%
HW Fit Score Breakdown
lfm2.5:latest
Speed
43/50
TTFT
20/20
Memory
30/30
gemma4:31b
Speed
8/50
TTFT
16/20
Memory
23/30
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
gemma4:31b
Reasoning
19/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
14/15
Multilingual
9/10
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