slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

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

gemma3:1b

OLLAMA GGUF

gemma3 · 999.89M · Q4_K_M

Marginal

Jun 25, 2026 · Cortex-A78AE

Global Score

79 vs 57

Hardware Fit

78 vs 100

Quality Score

79 vs 39

Hardware

slim-rpcache-ornit… gemma3:1b

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… gemma3:1b

Tokens/sec52.333.9

First chunk11 ms1939 ms

TTFT177 ms1.9 s

Load timeN/A1.8 s

Memory usage25.6 GB0.8 GB

Memory %84%11%

HW Fit Score Breakdown

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

gemma3:1b

Speed

50/50

TTFT

20/20

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

gemma3:1b

Reasoning

6/20

Coding

3/20

Instruction

14/20

Structured

8/15

Math

1/15

Multilingual

7/10

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

View slim-rpcache-ornit… details | View gemma3:1b 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