hf.co/ornith-ai/Ornith-1.0-9B-GGUF:Q8_0
OLLAMA GGUFqwen35 · 8.95B · unknown
Aug 23, 2026 · Apple M1 Pro
Ling-3.0-tiny-IQ4_XS:latest
OLLAMA GGUFbailingmoe3 · 7.9B · IQ4_XS
Aug 30, 2026 · Intel Core™ i7-7700HQ
Global Score
57 vs 87
Hardware Fit
81 vs 100
Quality Score
46 vs 82
Hardware
hf.co/ornith-ai/Or… Ling-3.0-tiny-IQ4_…
MachineMacBook ProASUSTeK COMPUTER INC. GL702VMK
CPUApple M1 ProIntel Core™ i7-7700HQ
Cores108
RAM16 GB16 GB
GPUApple M1 ProNVIDIA GeForce GTX 1060
OSmacOS 26.6.2Microsoft Windows 11 Home 10.0.26200
Archarm64x64
Power Modebalancedbalanced
Performance
hf.co/ornith-ai/Or… Ling-3.0-tiny-IQ4_…
Tokens/sec18.624.7
First chunk303 ms283 ms
TTFT303 ms283 ms
Load time4.6 s45.8 s
Memory usage10.1 GB4.3 GB
Memory %63%27%
HW Fit Score Breakdown
hf.co/ornith-ai/Ornith-…
Speed
42/50
TTFT
20/20
Memory
19/30
Ling-3.0-tiny-IQ4_XS:la…
Speed
50/50
TTFT
20/20
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
Ling-3.0-tiny-IQ4_XS:la…
Reasoning
17/20
Coding
18/20
Instruction
14/20
Structured
15/15
Math
9/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
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