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

LM-STUDIO GGUF

Marginal

Mar 5, 2026 · Apple M4

qwen3-next:80b-a3b-instruct-q4_K_M

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Excellent

Aug 1, 2026 · Intel Xeon® E5-2637 v3

Global Score

53 vs 80

Hardware Fit

99 vs 54

Quality Score

33 vs 91

Hardware

mlx-community/Nanb… qwen3-next:80b-a3b…

MachineMacBook AirDell Inc. Precision Tower 7910

CPUApple M4Intel Xeon® E5-2637 v3

Cores1016

RAM32 GB96 GB

GPUApple M4NVIDIA GeForce RTX 5060 Ti

OSmacOS 26.3Microsoft Windows 10 Pro 10.0.19045

Archarm64x64

Power Modebalancedbalanced

Performance

mlx-community/Nanb… qwen3-next:80b-a3b…

Tokens/sec25.414.9

First chunk266 ms1808 ms

TTFT266 ms1.8 s

Load timeN/A95.0 s

Memory usage0.0 GB48.0 GB

Memory %0%50%

HW Fit Score Breakdown

mlx-community/Nanbeige4…

Speed

49/50

TTFT

20/20

Memory

30/30

qwen3-next:80b-a3b-inst…

Speed

16/50

TTFT

13/20

Memory

25/30

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

qwen3-next:80b-a3b-inst…

Reasoning

18/20

Coding

19/20

Instruction

16/20

Structured

15/15

Math

13/15

Multilingual

10/10

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

View mlx-community/Nanb… details | View qwen3-next:80b-a3b… details

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$ metrillm

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Or run without installing: npx metrillm@latest