slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

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

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Marginal

Mar 5, 2026 · Apple M1 Max

Global Score

79 vs 53

Hardware Fit

78 vs 72

Quality Score

79 vs 45

Hardware

slim-rpcache-ornit… qwen3.5:9b

MachineASUSMacBook Pro

CPUAMD Ryzen 7 7800X3D 8-Core ProcessorApple M1 Max

Cores1610

RAM31 GB32 GB

GPUNVIDIA GeForce RTX 4090, RaphaelApple M1 Max

OScachyos rollingmacOS 26.3

Archx64arm64

Power Modeperformancebalanced

Performance

slim-rpcache-ornit… qwen3.5:9b

Tokens/sec52.318.6

First chunk11 ms403 ms

TTFT177 ms10.2 s

Load timeN/A4.3 s

Memory usage25.6 GB9.1 GB

Memory %84%28%

HW Fit Score Breakdown

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

qwen3.5:9b

Speed

38/50

TTFT

4/20

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

qwen3.5:9b

Reasoning

12/20

Coding

3/20

Instruction

5/20

Structured

6/15

Math

11/15

Multilingual

8/10

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

View slim-rpcache-ornit… details | View qwen3.5:9b 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