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

OLLAMA GGUF

llama · 2.99B · BF16

Good

Aug 26, 2026 · Apple M1 Pro

richardyoung/qwythos-9b-abliterated:Q8_0

OLLAMA GGUF

qwen35 · 9.0B · Q8_0

Good

Jun 28, 2026 · Apple M4 Pro

Global Score

64 vs 65

Hardware Fit

92 vs 96

Quality Score

52 vs 52

Hardware

hf.co/bartowski/ai… richardyoung/qwyth…

MachineMacBook ProMac mini

CPUApple M1 ProApple M4 Pro

Cores1012

RAM16 GB24 GB

GPUApple M1 ProApple M4 Pro

OSmacOS 26.6.2macOS 15.6.1

Archarm64arm64

Power Modebalancedbalanced

Performance

hf.co/bartowski/ai… richardyoung/qwyth…

Tokens/sec29.925.3

First chunk108 ms397 ms

TTFT108 ms397 ms

Load time3.4 s6.3 s

Memory usage8.9 GB8.3 GB

Memory %56%34%

HW Fit Score Breakdown

hf.co/bartowski/ai9star…

Speed

50/50

TTFT

20/20

Memory

22/30

richardyoung/qwythos-9b…

Speed

47/50

TTFT

20/20

Memory

29/30

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

richardyoung/qwythos-9b…

Reasoning

18/20

Coding

13/20

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

View hf.co/bartowski/ai… details | View richardyoung/qwyth… 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