hf.co/ornith-ai/Ornith-1.0-9B-GGUF:Q8_0

OLLAMA GGUF

qwen35 · 8.95B · unknown

Marginal

Aug 23, 2026 · Apple M1 Pro

qwen3.6-27b-mtp-pi-reasoning

LM-STUDIO GGUF

qwen35 · 27B · Q4_K_M

Excellent

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

Global Score

57 vs 85

Hardware Fit

81 vs 80

Quality Score

46 vs 87

Hardware

hf.co/ornith-ai/Or… qwen3.6-27b-mtp-pi…

MachineMacBook ProASUS

CPUApple M1 ProAMD Ryzen 7 7800X3D 8-Core Processor

Cores1016

RAM16 GB31 GB

GPUApple M1 ProNVIDIA GeForce RTX 4090, Raphael

OSmacOS 26.6.2cachyos rolling

Archarm64x64

Power Modebalancedperformance

Performance

hf.co/ornith-ai/Or… qwen3.6-27b-mtp-pi…

Tokens/sec18.642.2

First chunk303 ms33 ms

TTFT303 ms366 ms

Load time4.6 sN/A

Memory usage10.1 GB24.6 GB

Memory %63%81%

HW Fit Score Breakdown

hf.co/ornith-ai/Ornith-…

Speed

42/50

TTFT

20/20

Memory

19/30

qwen3.6-27b-mtp-pi-reas…

Speed

50/50

TTFT

20/20

Memory

10/30

Quality

hf.co/ornith-ai/Ornith-…

Reasoning

14/20

Coding

13/20

Instruction

5/20

Structured

1/15

Math

13/15

Multilingual

0/10

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

qwen3.6-27b-mtp-pi-reas…

Reasoning

16/20

Coding

18/20

Instruction

16/20

Structured

15/15

Math

12/15

Multilingual

10/10

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

View hf.co/ornith-ai/Or… details | View qwen3.6-27b-mtp-pi… details

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$ metrillm

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