slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

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

mlx-community/Nanbeige4.1-3B-8bit

LM-STUDIO GGUF

Marginal

Mar 5, 2026 · Apple M4

Global Score

79 vs 53

Hardware Fit

78 vs 99

Quality Score

79 vs 33

Hardware

slim-rpcache-ornit… mlx-community/Nanb…

MachineASUSMacBook Air

CPUAMD Ryzen 7 7800X3D 8-Core ProcessorApple M4

Cores1610

RAM31 GB32 GB

GPUNVIDIA GeForce RTX 4090, RaphaelApple M4

OScachyos rollingmacOS 26.3

Archx64arm64

Power Modeperformancebalanced

Performance

slim-rpcache-ornit… mlx-community/Nanb…

Tokens/sec52.325.4

First chunk11 ms266 ms

TTFT177 ms266 ms

Load timeN/AN/A

Memory usage25.6 GB0.0 GB

Memory %84%0%

HW Fit Score Breakdown

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

mlx-community/Nanbeige4…

Speed

49/50

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

mlx-community/Nanbeige4…

Reasoning

10/20

Coding

7/20

Instruction

1/20

Structured

1/15

Math

11/15

Multilingual

3/10

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

View slim-rpcache-ornit… details | View mlx-community/Nanb… 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