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

LM-STUDIO GGUF

qwen35moe · 35B

Not Rec.

Aug 19, 2026 · Apple M4 Max

Global Score

52 vs 88

Hardware Fit

75 vs 80

Quality Score

42 vs 92

Hardware

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

MachineMacBook ProMacBook Pro

CPUApple M1 ProApple M4 Max

Cores1016

RAM16 GB128 GB

GPUApple M1 ProApple M4 Max

OSmacOS 26.6.2macOS 26.5.2

Archarm64arm64

Power Modebalancedbalanced

Performance

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

Tokens/sec43.576.7

First chunk225 ms29 ms

TTFT30.0 s30.0 s

Load time2.7 sN/A

Memory usage8.2 GB23.9 GB

Memory %51%19%

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

0/20

Memory

30/30

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

18/20

Instruction

17/20

Structured

14/15

Math

14/15

Multilingual

10/10

Reasoning: Strong Coding: Strong Instruction Following: Strong 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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