Gemma4-31B:31B

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Aug 18, 2026 · Intel Core™ Ultra X7 358H

slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score

76 vs 79

Hardware Fit

45 vs 78

Quality Score

89 vs 79

Hardware

Gemma4-31B:31B slim-rpcache-ornit…

MachineGMKtec NucBox EVO-T2SASUS

CPUIntel Core™ Ultra X7 358HAMD Ryzen 7 7800X3D 8-Core Processor

Cores1616

RAM64 GB31 GB

GPUIntel(R) Arc(TM) B390 GPUNVIDIA GeForce RTX 4090, Raphael

OSMicrosoft Windows 11 Pro 10.0.26200cachyos rolling

Archx64x64

Power Modebalancedperformance

Performance

Gemma4-31B:31B slim-rpcache-ornit…

Tokens/sec3.852.3

First chunk3536 ms11 ms

TTFT3.5 s177 ms

Load time19.6 sN/A

Memory usage19.9 GB25.6 GB

Memory %31%84%

HW Fit Score Breakdown

Gemma4-31B:31B

Speed

5/50

TTFT

10/20

Memory

30/30

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

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

slim-rpcache-ornith-1.0…

Reasoning

16/20

Coding

16/20

Instruction

14/20

Structured

14/15

Math

9/15

Multilingual

10/10

Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

View Gemma4-31B:31B details | View slim-rpcache-ornit… details

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