Qwen3-Next-80B:80B

OLLAMA GGUF

qwen3next · 79.7B · unknown

Not Rec.

Aug 18, 2026 · Intel Core™ Ultra X7 358H

gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

Global Score

19 vs 85

Hardware Fit

52 vs 64

Quality Score

5 vs 94

Hardware

Qwen3-Next-80B:80B gemma-4-31b-it-mlx

MachineGMKtec NucBox EVO-T2SMacBook Pro

CPUIntel Core™ Ultra X7 358HApple M4 Max

Cores1616

RAM64 GB128 GB

GPUIntel(R) Arc(TM) B390 GPUApple M4 Max

OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.5.2

Archx64arm64

Power Modebalancedbalanced

Performance

Qwen3-Next-80B:80B gemma-4-31b-it-mlx

Tokens/sec1000000.013.6

First chunk5563 ms16 ms

TTFT30.0 s558 ms

Load time72.5 s12.3 s

Memory usage61.3 GB0.0 GB

Memory %97%0%

HW Fit Score Breakdown

Qwen3-Next-80B:80B

Speed

50/50

TTFT

0/20

Memory

2/30

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

Quality

Qwen3-Next-80B:80B

Reasoning

0/20

Coding

0/20

Instruction

5/20

Structured

0/15

Math

0/15

Multilingual

0/10

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

gemma-4-31b-it-mlx

Reasoning

19/20

Coding

19/20

Instruction

18/20

Structured

15/15

Math

14/15

Multilingual

9/10

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

View Qwen3-Next-80B:80B details | View gemma-4-31b-it-mlx 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