slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

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

qwen3.5-4b-mlx

LM-STUDIO MLX

qwen3_5 · 4B · 4bit

Not Rec.

Mar 6, 2026 · Apple M4 Pro

Global Score

79 vs 62

Hardware Fit

78 vs 35

Quality Score

79 vs 73

Hardware

slim-rpcache-ornit… qwen3.5-4b-mlx

MachineASUSMac mini

CPUAMD Ryzen 7 7800X3D 8-Core ProcessorApple M4 Pro

Cores1614

RAM31 GB64 GB

GPUNVIDIA GeForce RTX 4090, RaphaelApple M4 Pro

OScachyos rollingmacOS 15.7.4

Archx64arm64

Power Modeperformancebalanced

Performance

slim-rpcache-ornit… qwen3.5-4b-mlx

Tokens/sec52.30.0

First chunk11 ms5548 ms

TTFT177 ms5.5 s

Load timeN/AN/A

Memory usage25.6 GB2.9 GB

Memory %84%5%

HW Fit Score Breakdown

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

qwen3.5-4b-mlx

Speed

0/50

TTFT

6/20

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

qwen3.5-4b-mlx

Reasoning

17/20

Coding

17/20

Instruction

9/20

Structured

8/15

Math

13/15

Multilingual

9/10

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

View slim-rpcache-ornit… details | View qwen3.5-4b-mlx 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