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hf.co/ornith-ai/Ornith-1.0-9B-GGUF:Q4_K_M

OLLAMA GGUF

qwen35 · 8.95B · unknown

Excellent

Aug 25, 2026 · Apple M1 Pro

qwen3-coder:latest

OLLAMA GGUF

qwen3moe · 30.5B · Q4_K_M

Good

May 24, 2026 · Intel Gen Intel® Core™ i7-1355U

Global Score
87 vs 76
Hardware Fit
95 vs 51
Quality Score
83 vs 87

Hardware

hf.co/ornith-ai/Or… qwen3-coder:latest
MachineMacBook ProDell Inc. Inspiron 15 3530
CPUApple M1 ProIntel Gen Intel® Core™ i7-1355U
Cores1012
RAM16 GB31 GB
GPUApple M1 ProRaptor Lake-P [Iris Xe Graphics]
OSmacOS 26.6.2cachyos rolling
Archarm64x64
Power Modebalancedlow-power

Performance

hf.co/ornith-ai/Or… qwen3-coder:latest
Tokens/sec22.27.6
First chunk334 ms2037 ms
TTFT334 ms2.0 s
Load time3.3 s8.7 s
Memory usage6.9 GB18.9 GB
Memory %43%61%

HW Fit Score Breakdown

hf.co/ornith-ai/Ornith-…

Speed
48/50
TTFT
20/20
Memory
27/30

qwen3-coder:latest

Speed
13/50
TTFT
18/20
Memory
20/30

Quality

hf.co/ornith-ai/Ornith-…

Reasoning
16/20
Coding
17/20
Instruction
15/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

qwen3-coder:latest

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View hf.co/ornith-ai/Or… details | View qwen3-coder:latest 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