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gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Apr 13, 2026 · Apple M4 Max

lfm2.5:latest

OLLAMA GGUF

lfm2moe · 8.5B · Q4_K_M

Good

Jun 11, 2026 · Intel Core™ i5-8350U

Global Score
76 vs 73
Hardware Fit
46 vs 93
Quality Score
89 vs 65

Hardware

gemma4:31b lfm2.5:latest
MachineMacBook ProLENOVO 20L7CTO1WW
CPUApple M4 MaxIntel Core™ i5-8350U
Cores168
RAM64 GB23 GB
GPUApple M4 MaxKaby Lake-R GT2 [UHD Graphics 620]
OSmacOS 26.3.1Fedora Linux 44
Archarm64x64
Power Modebalancedperformance

Performance

gemma4:31b lfm2.5:latest
Tokens/sec22.418.3
First chunk565 ms981 ms
TTFT30.0 s981 ms
Load time6.9 s8.0 s
Memory usage43.9 GB4.9 GB
Memory %69%21%

HW Fit Score Breakdown

gemma4:31b

Speed
30/50
TTFT
0/20
Memory
16/30

lfm2.5:latest

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

Quality

gemma4:31b

Reasoning
16/20
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

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
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest