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gemma4:12b-fast

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

Nov 13, 2026 · Intel Gen Intel® Core™ i7-12700

lfm2.5:latest

OLLAMA GGUF

lfm2moe · 8.5B · Q4_K_M

Good

Jun 11, 2026 · Intel Core™ i5-8350U

Global Score
85 vs 73
Hardware Fit
80 vs 93
Quality Score
87 vs 65

Hardware

gemma4:12b-fast lfm2.5:latest
MachineASUSLENOVO 20L7CTO1WW
CPUIntel Gen Intel® Core™ i7-12700Intel Core™ i5-8350U
Cores208
RAM30 GB23 GB
GPUAlder Lake-S GT1 [UHD Graphics 770], NVIDIA GeForce RTX 3060Kaby Lake-R GT2 [UHD Graphics 620]
OSUbuntu 26.04.1 LTSFedora Linux 44
Archx64x64
Power Modelow-powerperformance

Performance

gemma4:12b-fast lfm2.5:latest
Tokens/sec75.918.3
First chunk169 ms981 ms
TTFT30.0 s981 ms
Load time8.4 s8.0 s
Memory usage1.3 GB4.9 GB
Memory %5%21%

HW Fit Score Breakdown

gemma4:12b-fast

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

lfm2.5:latest

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

Quality

gemma4:12b-fast

Reasoning
18/20
Coding
14/20
Instruction
16/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Adequate 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