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lfm2.5:latest

OLLAMA GGUF

lfm2moe · 8.5B · Q4_K_M

Good

Jun 11, 2026 · Intel Core™ i5-8350U

gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor

Global Score
73 vs 81
Hardware Fit
93 vs 100
Quality Score
65 vs 73

Hardware

lfm2.5:latest gemma3n:latest
MachineLENOVO 20L7CTO1WWSupermicro AS -2015HS-TNR
CPUIntel Core™ i5-8350UAMD EPYC 9654P 96-Core Processor
Cores864
RAM23 GB128 GB
GPUKaby Lake-R GT2 [UHD Graphics 620]GH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]
OSFedora Linux 44Ubuntu 24.04.3 LTS
Archx64x64
Power Modeperformanceperformance

Performance

lfm2.5:latest gemma3n:latest
Tokens/sec18.3108.7
First chunk981 ms333 ms
TTFT981 ms333 ms
Load time8.0 s4.5 s
Memory usage4.9 GB8.6 GB
Memory %21%7%

HW Fit Score Breakdown

lfm2.5:latest

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

gemma3n:latest

Speed
50/50
TTFT
20/20
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

gemma3n:latest

Reasoning
14/20
Coding
14/20
Instruction
14/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak 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