Qwen3-80B:80B

OLLAMA GGUF

qwen3next · 79.7B · Q4_K_M

Excellent

Aug 22, 2026 · NVIDIA RTX Spark N1X (6144-core GPU, 20-core ) RTX Spark N1X (6144-core GPU, 20-core )

gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

Global Score

87 vs 85

Hardware Fit

76 vs 64

Quality Score

91 vs 94

Hardware

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

MachineHP HyperX OMEN Transcend Gaming Laptop 14-ga0xxx5CD612DXMLMacBook Pro

CPUNVIDIA RTX Spark N1X (6144-core GPU, 20-core ) RTX Spark N1X (6144-core GPU, 20-core )Apple M4 Max

Cores2016

RAM55 GB128 GB

GPUNVIDIA RTX Spark N1X (6144-core Blackwell RTX GPU), NVIDIA NPUApple M4 Max

OSMicrosoft Windows 11 Pro 10.0.28000macOS 26.5.2

Archarm64arm64

Power Modebalancedbalanced

Performance

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

Tokens/sec43.613.6

First chunk409 ms16 ms

TTFT409 ms558 ms

Load time80.3 s12.3 s

Memory usage48.0 GB0.0 GB

Memory %88%0%

HW Fit Score Breakdown

Qwen3-80B:80B

Speed

50/50

TTFT

20/20

Memory

6/30

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

Quality

Qwen3-80B:80B

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

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