slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

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

gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

Jul 7, 2026 · Cortex-X925

Global Score

79 vs 77

Hardware Fit

78 vs 59

Quality Score

79 vs 84

Hardware

slim-rpcache-ornit… gemma4:12b

MachineASUSASUSTeK COMPUTER INC. GX10

CPUAMD Ryzen 7 7800X3D 8-Core ProcessorCortex-X925

Cores1620

RAM31 GB122 GB

GPUNVIDIA GeForce RTX 4090, RaphaelDevice 2e12

OScachyos rollingUbuntu 24.04.4 LTS

Archx64arm64

Power Modeperformanceperformance

Performance

slim-rpcache-ornit… gemma4:12b

Tokens/sec52.326.8

First chunk11 ms632 ms

TTFT177 ms30.0 s

Load timeN/A5.4 s

Memory usage25.6 GB9.3 GB

Memory %84%8%

HW Fit Score Breakdown

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

gemma4:12b

Speed

29/50

TTFT

0/20

Memory

30/30

Quality

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

gemma4:12b

Reasoning

17/20

Coding

17/20

Instruction

13/20

Structured

14/15

Math

13/15

Multilingual

10/10

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

View slim-rpcache-ornit… details | View gemma4:12b 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