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-next-80b-t48:latest

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Not Rec.

Jul 31, 2026 · Intel Xeon® E5-4620 0

Global Score

57 vs 70

Hardware Fit

81 vs 39

Quality Score

46 vs 83

Hardware

hf.co/ornith-ai/Or… qwen3-next-80b-t48…

MachineMacBook ProDell Inc. PowerEdge R820

CPUApple M1 ProIntel Xeon® E5-4620 0

Cores1064

RAM16 GB256 GB

GPUApple M1 ProMicrosoft Remote Display Adapter, Microsoft Basic Display Adapter

OSmacOS 26.6.2Microsoft Windows Server 2022 Datacenter 10.0.20348

Archarm64x64

Power Modebalancedbalanced

Performance

hf.co/ornith-ai/Or… qwen3-next-80b-t48…

Tokens/sec18.63.0

First chunk303 ms3265 ms

TTFT303 ms3.3 s

Load time4.6 s82.1 s

Memory usage10.1 GB46.9 GB

Memory %63%18%

HW Fit Score Breakdown

hf.co/ornith-ai/Ornith-…

Speed

42/50

TTFT

20/20

Memory

19/30

qwen3-next-80b-t48:latest

Speed

3/50

TTFT

6/20

Memory

30/30

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-next-80b-t48:latest

Reasoning

18/20

Coding

18/20

Instruction

9/20

Structured

15/15

Math

13/15

Multilingual

10/10

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

View hf.co/ornith-ai/Or… details | View qwen3-next-80b-t48… 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