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lfm2.5:latest

OLLAMA GGUF

lfm2moe · 8.5B · Q4_K_M

Good

Jun 11, 2026 · Intel Core™ i5-8350U

gemma-2-2b-it

LM-STUDIO GGUF

gemma2 · 2B · Q4_K_M

Marginal

Mar 6, 2026 · Intel Core™ i5-5300U

Global Score
73 vs 58
Hardware Fit
93 vs 50
Quality Score
65 vs 62

Hardware

lfm2.5:latest gemma-2-2b-it
MachineLENOVO 20L7CTO1WWLENOVO 20BUS00700
CPUIntel Core™ i5-8350UIntel Core™ i5-5300U
Cores84
RAM23 GB16 GB
GPUKaby Lake-R GT2 [UHD Graphics 620]Intel(R) HD Graphics 5500
OSFedora Linux 44Microsoft Windows 10 Professionnel 10.0.19045
Archx64x64
Power Modeperformancebalanced

Performance

lfm2.5:latest gemma-2-2b-it
Tokens/sec18.33.6
First chunk981 ms4509 ms
TTFT981 ms4.5 s
Load time8.0 sN/A
Memory usage4.9 GB1.6 GB
Memory %21%10%

HW Fit Score Breakdown

lfm2.5:latest

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

gemma-2-2b-it

Speed
14/50
TTFT
12/20
Memory
24/30

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

gemma-2-2b-it

Reasoning
11/20
Coding
8/20
Instruction
14/20
Structured
15/15
Math
4/15
Multilingual
10/10
Reasoning: Adequate Coding: Weak Instruction Following: Adequate Structured Output: Strong Math: Poor 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