hf.co/Edge-Quant/Nanbeige4.1-3B-Q8_0-GGUF:Q8_0

OLLAMA GGUF

llama · 3.93B · unknown

Not Rec.

Aug 22, 2026 · Apple M1 Pro

qwen3.6-35b-a3b-claude-4.7-opus-reasoning-distilled-apex-mtp

LM-STUDIO GGUF

qwen35moe · 35B

Excellent

Jun 19, 2026 · AMD Ryzen 5 5600X 6-Core Processor

Global Score

52 vs 89

Hardware Fit

75 vs 90

Quality Score

42 vs 88

Hardware

hf.co/Edge-Quant/N… qwen3.6-35b-a3b-cl…

MachineMacBook ProGigabyte Technology Co., Ltd. B550M AORUS PRO

CPUApple M1 ProAMD Ryzen 5 5600X 6-Core Processor

Cores1012

RAM16 GB47 GB

GPUApple M1 ProAD106 [GeForce RTX 4060 Ti]

OSmacOS 26.6.2cachyos rolling

Archarm64x64

Power Modebalancedlow-power

Performance

hf.co/Edge-Quant/N… qwen3.6-35b-a3b-cl…

Tokens/sec43.542.2

First chunk225 ms40 ms

TTFT30.0 s2.7 s

Load time2.7 sN/A

Memory usage8.2 GB21.9 GB

Memory %51%47%

HW Fit Score Breakdown

hf.co/Edge-Quant/Nanbei…

Speed

50/50

TTFT

0/20

Memory

25/30

qwen3.6-35b-a3b-claude-…

Speed

50/50

TTFT

14/20

Memory

26/30

Quality

hf.co/Edge-Quant/Nanbei…

Reasoning

13/20

Coding

1/20

Instruction

7/20

Structured

1/15

Math

13/15

Multilingual

7/10

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

qwen3.6-35b-a3b-claude-…

Reasoning

19/20

Coding

16/20

Instruction

14/20

Structured

14/15

Math

15/15

Multilingual

10/10

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

View hf.co/Edge-Quant/N… details | View qwen3.6-35b-a3b-cl… details

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