slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

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

richardyoung/qwythos-9b-abliterated:Q8_0

OLLAMA GGUF

qwen35 · 9.0B · Q8_0

Good

Jun 28, 2026 · Apple M4 Pro

Global Score

79 vs 65

Hardware Fit

78 vs 96

Quality Score

79 vs 52

Hardware

slim-rpcache-ornit… richardyoung/qwyth…

MachineASUSMac mini

CPUAMD Ryzen 7 7800X3D 8-Core ProcessorApple M4 Pro

Cores1612

RAM31 GB24 GB

GPUNVIDIA GeForce RTX 4090, RaphaelApple M4 Pro

OScachyos rollingmacOS 15.6.1

Archx64arm64

Power Modeperformancebalanced

Performance

slim-rpcache-ornit… richardyoung/qwyth…

Tokens/sec52.325.3

First chunk11 ms397 ms

TTFT177 ms397 ms

Load timeN/A6.3 s

Memory usage25.6 GB8.3 GB

Memory %84%34%

HW Fit Score Breakdown

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

richardyoung/qwythos-9b…

Speed

47/50

TTFT

20/20

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

richardyoung/qwythos-9b…

Reasoning

18/20

Coding

13/20

Instruction

6/20

Structured

0/15

Math

14/15

Multilingual

1/10

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

View slim-rpcache-ornit… details | View richardyoung/qwyth… details

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$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest