slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

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

maternion/ling-3.0-tiny:8b

OLLAMA GGUF

bailingmoe3 · 7.9B · Q4_K_M

Good

Aug 24, 2026 · Apple M1 Pro

Global Score

79 vs 68

Hardware Fit

78 vs 98

Quality Score

79 vs 55

Hardware

slim-rpcache-ornit… maternion/ling-3.0…

MachineASUSMacBook Pro

CPUAMD Ryzen 7 7800X3D 8-Core ProcessorApple M1 Pro

Cores1610

RAM31 GB16 GB

GPUNVIDIA GeForce RTX 4090, RaphaelApple M1 Pro

OScachyos rollingmacOS 26.6.2

Archx64arm64

Power Modeperformancebalanced

Performance

slim-rpcache-ornit… maternion/ling-3.0…

Tokens/sec52.373.6

First chunk11 ms190 ms

TTFT177 ms190 ms

Load timeN/A2.9 s

Memory usage25.6 GB5.9 GB

Memory %84%37%

HW Fit Score Breakdown

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

maternion/ling-3.0-tiny…

Speed

50/50

TTFT

20/20

Memory

28/30

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

maternion/ling-3.0-tiny…

Reasoning

19/20

Coding

17/20

Instruction

3/20

Structured

0/15

Math

15/15

Multilingual

1/10

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

View slim-rpcache-ornit… details | View maternion/ling-3.0… 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