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gemma4:31b

OLLAMA GGUF

gemma4 · 30.7B · Q4_K_M

Not Rec.

Oct 2, 2026 · AMD Ryzen 9 5950X 16-Core Processor

liquid/lfm2-1.2b

LM-STUDIO GGUF

lfm2 · 1.2B · Q8_0

Good

Oct 1, 2026 · AMD Ryzen 7 4800H

Global Score
64 vs 69
Hardware Fit
41 vs 100
Quality Score
74 vs 56

Hardware

gemma4:31b liquid/lfm2-1.2b
MachineSystem manufacturerASUSTeK COMPUTER INC. ROG Strix G513IM_G513IM
CPUAMD Ryzen 9 5950X 16-Core ProcessorAMD Ryzen 7 4800H
Cores3216
RAM32 GB15 GB
GPUNVIDIA GeForce RTX 3090AMD Radeon(TM) Graphics, NVIDIA GeForce RTX 3060 Laptop GPU
OSMicrosoft Windows 11 Pro 10.0.26300Microsoft Windows 11 Pro 10.0.26200
Archx64x64
Power Modebalancedbalanced

Performance

gemma4:31b liquid/lfm2-1.2b
Tokens/sec9.5169.5
First chunk1751 ms27 ms
TTFT30.0 s77 ms
Load time33.9 sN/A
Memory usage1.4 GB3.4 GB
Memory %4%22%

HW Fit Score Breakdown

gemma4:31b

Speed
11/50
TTFT
0/20
Memory
30/30

liquid/lfm2-1.2b

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

Quality

gemma4:31b

Reasoning
11/20
Coding
17/20
Instruction
10/20
Structured
15/15
Math
12/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

liquid/lfm2-1.2b

Reasoning
9/20
Coding
7/20
Instruction
14/20
Structured
12/15
Math
5/15
Multilingual
9/10
Reasoning: Weak Coding: Weak 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