hf.co/bartowski/ai9stars_G9v3-3B-GGUF:BF16

OLLAMA GGUF

llama · 2.99B · BF16

Good

Aug 26, 2026 · Apple M1 Pro

maternion/ling-3.0-tiny:8b

OLLAMA GGUF

bailingmoe3 · 7.9B · Q4_K_M

Excellent

Aug 25, 2026 · Apple M1 Pro

Global Score

64 vs 88

Hardware Fit

92 vs 98

Quality Score

52 vs 83

Hardware

hf.co/bartowski/ai… maternion/ling-3.0…

MachineMacBook ProMacBook Pro

CPUApple M1 ProApple M1 Pro

Cores1010

RAM16 GB16 GB

GPUApple M1 ProApple M1 Pro

OSmacOS 26.6.2macOS 26.6.2

Archarm64arm64

Power Modebalancedbalanced

Performance

hf.co/bartowski/ai… maternion/ling-3.0…

Tokens/sec29.973.0

First chunk108 ms175 ms

TTFT108 ms175 ms

Load time3.4 s3.2 s

Memory usage8.9 GB5.9 GB

Memory %56%37%

HW Fit Score Breakdown

hf.co/bartowski/ai9star…

Speed

50/50

TTFT

20/20

Memory

22/30

maternion/ling-3.0-tiny…

Speed

50/50

TTFT

20/20

Memory

28/30

Quality

hf.co/bartowski/ai9star…

Reasoning

17/20

Coding

14/20

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

maternion/ling-3.0-tiny…

Reasoning

16/20

Coding

19/20

Instruction

15/20

Structured

15/15

Math

8/15

Multilingual

10/10

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

View hf.co/bartowski/ai… 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