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

Not Rec.

Aug 23, 2026 · Intel Xeon® E5-4650 v2

Global Score

53 vs 74

Hardware Fit

99 vs 42

Quality Score

33 vs 87

Hardware

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

MachineMacBook AirDell Inc. PowerEdge R820

CPUApple M4Intel Xeon® E5-4650 v2

Cores1080

RAM32 GB256 GB

GPUApple M4Microsoft Basic Display Adapter

OSmacOS 26.3Microsoft Windows Server 2022 Datacenter 10.0.20348

Archarm64x64

Power Modebalancedbalanced

Performance

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

Tokens/sec25.43.9

First chunk266 ms2089 ms

TTFT266 ms2.1 s

Load timeN/A73.3 s

Memory usage0.0 GB46.9 GB

Memory %0%18%

HW Fit Score Breakdown

mlx-community/Nanbeige4…

Speed

49/50

TTFT

20/20

Memory

30/30

qwen3-next:80b-a3b-inst…

Speed

3/50

TTFT

9/20

Memory

30/30

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

12/20

Structured

15/15

Math

13/15

Multilingual

10/10

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

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

Run yours and compare

$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest