hf.co/ornith-ai/Ornith-1.0-9B-GGUF:Q8_0
OLLAMA GGUFqwen35 · 8.95B · unknown
Aug 23, 2026 · Apple M1 Pro
qwen3.5-9b
LM-STUDIO MLXqwen3_5 · 9B · 4bit
Mar 3, 2026 · Apple M4
Global Score
57 vs 81
Hardware Fit
81 vs 84
Quality Score
46 vs 79
Hardware
hf.co/ornith-ai/Or… qwen3.5-9b
MachineMacBook ProMacBook Air
CPUApple M1 ProApple M4
Cores1010
RAM16 GB32 GB
GPUApple M1 ProApple M4
OSmacOS 26.6.2macOS 26.3
Archarm64arm64
Power Modebalancedbalanced
Performance
hf.co/ornith-ai/Or… qwen3.5-9b
Tokens/sec18.620.4
First chunk303 ms3034 ms
TTFT303 ms3.0 s
Load time4.6 sN/A
Memory usage10.1 GB5.6 GB
Memory %63%17%
HW Fit Score Breakdown
hf.co/ornith-ai/Ornith-…
Speed
42/50
TTFT
20/20
Memory
19/30
qwen3.5-9b
Speed
41/50
TTFT
14/20
Memory
29/30
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
qwen3.5-9b
Reasoning
14/20
Coding
15/20
Instruction
15/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest