mlx-community/Nanbeige4.1-3B-8bit

LM-STUDIO GGUF

Marginal

Mar 5, 2026 · Apple M4

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

OLLAMA GGUF

qwen35 · 8.95B · unknown

Good

Aug 23, 2026 · Apple M1 Pro

Global Score

53 vs 62

Hardware Fit

99 vs 96

Quality Score

33 vs 47

Hardware

mlx-community/Nanb… hf.co/ornith-ai/Or…

MachineMacBook AirMacBook Pro

CPUApple M4Apple M1 Pro

Cores1010

RAM32 GB16 GB

GPUApple M4Apple M1 Pro

OSmacOS 26.3macOS 26.6.2

Archarm64arm64

Power Modebalancedbalanced

Performance

mlx-community/Nanb… hf.co/ornith-ai/Or…

Tokens/sec25.422.3

First chunk266 ms324 ms

TTFT266 ms324 ms

Load timeN/A3.2 s

Memory usage0.0 GB6.9 GB

Memory %0%43%

HW Fit Score Breakdown

mlx-community/Nanbeige4…

Speed

49/50

TTFT

20/20

Memory

30/30

hf.co/ornith-ai/Ornith-…

Speed

49/50

TTFT

20/20

Memory

27/30

Quality

mlx-community/Nanbeige4…

Reasoning

10/20

Coding

7/20

Instruction

1/20

Structured

1/15

Math

11/15

Multilingual

3/10

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

hf.co/ornith-ai/Ornith-…

Reasoning

16/20

Coding

14/20

Instruction

3/20

Structured

1/15

Math

13/15

Multilingual

0/10

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

View mlx-community/Nanb… details | View hf.co/ornith-ai/Or… details

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