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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

qwen3.6-27b-mtp-pi-reasoning

LM-STUDIO GGUF

qwen35 · 27B · Q4_K_M

Excellent

Jul 5, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score
64 vs 85
Hardware Fit
41 vs 80
Quality Score
74 vs 87

Hardware

gemma4:31b qwen3.6-27b-mtp-pi…
MachineSystem manufacturerASUS
CPUAMD Ryzen 9 5950X 16-Core ProcessorAMD Ryzen 7 7800X3D 8-Core Processor
Cores3216
RAM32 GB31 GB
GPUNVIDIA GeForce RTX 3090NVIDIA GeForce RTX 4090, Raphael
OSMicrosoft Windows 11 Pro 10.0.26300cachyos rolling
Archx64x64
Power Modebalancedperformance

Performance

gemma4:31b qwen3.6-27b-mtp-pi…
Tokens/sec9.538.8
First chunk1751 ms17 ms
TTFT30.0 s432 ms
Load time33.9 sN/A
Memory usage1.4 GB24.6 GB
Memory %4%81%

HW Fit Score Breakdown

gemma4:31b

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

qwen3.6-27b-mtp-pi-reas…

Speed
50/50
TTFT
20/20
Memory
10/30

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

qwen3.6-27b-mtp-pi-reas…

Reasoning
16/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong 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