Qwen3-80B:80B

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Not Rec.

Aug 19, 2026 · AMD Ryzen 9 9955HX3D 16-Core Processor

gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

Global Score

62 vs 85

Hardware Fit

10 vs 64

Quality Score

84 vs 94

Hardware

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

MachineHP HyperX OMEN Gaming Laptop 16-ap1xxxMacBook Pro

CPUAMD Ryzen 9 9955HX3D 16-Core ProcessorApple M4 Max

Cores3216

RAM31 GB128 GB

GPUAMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPUApple M4 Max

OSMicrosoft Windows 11 Home 10.0.26200macOS 26.5.2

Archx64arm64

Power Modebalancedbalanced

Performance

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

Tokens/sec4.913.6

First chunk8006 ms16 ms

TTFT8.0 s558 ms

Load time63.7 s12.3 s

Memory usage47.3 GB0.0 GB

Memory %153%0%

HW Fit Score Breakdown

Qwen3-80B:80B

Speed

6/50

TTFT

4/20

Memory

0/30

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

Quality

Qwen3-80B:80B

Reasoning

17/20

Coding

19/20

Instruction

13/20

Structured

13/15

Math

12/15

Multilingual

10/10

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

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 Qwen3-80B: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