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

gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

Global Score

74 vs 85

Hardware Fit

42 vs 64

Quality Score

87 vs 94

Hardware

qwen3-next:80b-a3b… gemma-4-31b-it-mlx

MachineDell Inc. PowerEdge R820MacBook Pro

CPUIntel Xeon® E5-4650 v2Apple M4 Max

Cores8016

RAM256 GB128 GB

GPUMicrosoft Basic Display AdapterApple M4 Max

OSMicrosoft Windows Server 2022 Datacenter 10.0.20348macOS 26.5.2

Archx64arm64

Power Modebalancedbalanced

Performance

qwen3-next:80b-a3b… gemma-4-31b-it-mlx

Tokens/sec3.913.6

First chunk2089 ms16 ms

TTFT2.1 s558 ms

Load time73.3 s12.3 s

Memory usage46.9 GB0.0 GB

Memory %18%0%

HW Fit Score Breakdown

qwen3-next:80b-a3b-inst…

Speed

3/50

TTFT

9/20

Memory

30/30

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

Quality

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

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-a3b… 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