slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

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

gemma3:4b

OLLAMA GGUF

gemma3 · 4.3B · Q4_K_M

Marginal

Jun 25, 2026 · Cortex-A78AE

Global Score

79 vs 46

Hardware Fit

78 vs 93

Quality Score

79 vs 26

Hardware

slim-rpcache-ornit… gemma3:4b

MachineASUSNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit Super

CPUAMD Ryzen 7 7800X3D 8-Core ProcessorCortex-A78AE

Cores166

RAM31 GB7 GB

GPUNVIDIA GeForce RTX 4090, RaphaelIntegrated / Unknown

OScachyos rollingUbuntu 22.04.5 LTS

Archx64arm64

Power Modeperformancebalanced

Performance

slim-rpcache-ornit… gemma3:4b

Tokens/sec52.314.9

First chunk11 ms2204 ms

TTFT177 ms2.2 s

Load timeN/A2.0 s

Memory usage25.6 GB2.6 GB

Memory %84%35%

HW Fit Score Breakdown

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

gemma3:4b

Speed

45/50

TTFT

19/20

Memory

29/30

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

gemma3:4b

Reasoning

11/20

Coding

11/20

Instruction

0/20

Structured

0/15

Math

4/15

Multilingual

0/10

Reasoning: Adequate Coding: Adequate Instruction Following: Poor Structured Output: Poor Math: Weak Multilingual: Poor

View slim-rpcache-ornit… details | View gemma3:4b 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