qwen3.5-4b-super-coder

LM-STUDIO GGUF

qwen35 · 4B · Q4_0

Excellent

Oct 24, 2026 · Intel Core™ i3-9100F

gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

Global Score

83 vs 85

Hardware Fit

96 vs 64

Quality Score

77 vs 94

Hardware

qwen3.5-4b-super-c… gemma-4-31b-it-mlx

MachineGigabyte Technology Co., Ltd. H310M S2 2.0MacBook Pro

CPUIntel Core™ i3-9100FApple M4 Max

Cores416

RAM16 GB128 GB

GPUVirtual Desktop Monitor, NVIDIA GeForce GTX 1650Apple M4 Max

OSМайкрософт Windows 10 Pro 10.0.19045macOS 26.5.2

Archx64arm64

Power Modebalancedbalanced

Performance

qwen3.5-4b-super-c… gemma-4-31b-it-mlx

Tokens/sec15.313.6

First chunk33 ms16 ms

TTFT686 ms558 ms

Load timeN/A12.3 s

Memory usage3.6 GB0.0 GB

Memory %22%0%

HW Fit Score Breakdown

qwen3.5-4b-super-coder

Speed

46/50

TTFT

20/20

Memory

30/30

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

Quality

qwen3.5-4b-super-coder

Reasoning

16/20

Coding

13/20

Instruction

13/20

Structured

15/15

Math

11/15

Multilingual

9/10

Reasoning: Strong Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate 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 qwen3.5-4b-super-c… 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