Gemma4-31B:31B
OLLAMA GGUFgemma4 · 31.3B · Q4_K_M
Aug 18, 2026 · Intel Core™ Ultra X7 358H
lfm2.5:latest
OLLAMA GGUFlfm2moe · 8.5B · Q4_K_M
Jun 11, 2026 · Intel Core™ i5-8350U
Global Score
76 vs 73
Hardware Fit
45 vs 93
Quality Score
89 vs 65
Hardware
Gemma4-31B:31B lfm2.5:latest
MachineGMKtec NucBox EVO-T2SLENOVO 20L7CTO1WW
CPUIntel Core™ Ultra X7 358HIntel Core™ i5-8350U
Cores168
RAM64 GB23 GB
GPUIntel(R) Arc(TM) B390 GPUKaby Lake-R GT2 [UHD Graphics 620]
OSMicrosoft Windows 11 Pro 10.0.26200Fedora Linux 44
Archx64x64
Power Modebalancedperformance
Performance
Gemma4-31B:31B lfm2.5:latest
Tokens/sec3.818.3
First chunk3536 ms981 ms
TTFT3.5 s981 ms
Load time19.6 s8.0 s
Memory usage19.9 GB4.9 GB
Memory %31%21%
HW Fit Score Breakdown
Gemma4-31B:31B
Speed
5/50
TTFT
10/20
Memory
30/30
lfm2.5:latest
Speed
43/50
TTFT
20/20
Memory
30/30
Quality
Gemma4-31B:31B
Reasoning
18/20
Coding
19/20
Instruction
15/20
Structured
14/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
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
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