lmstudio-community/gemma-4-e2b-it

LM-STUDIO GGUF

gemma4 · Q8_0

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

qwen3.5:4b-mlx

OLLAMA GGUF

nvfp4

Good

Aug 25, 2026 · Apple M1 Pro

Global Score

77 vs 68

Hardware Fit

75 vs 91

Quality Score

78 vs 58

Hardware

lmstudio-community… qwen3.5:4b-mlx

MachineDocker ContainerMacBook Pro

CPUIntel Gen Intel® Core™ i9-11900HApple M1 Pro

Cores1610

RAM15 GB16 GB

GPUTigerLake-H GT1 [UHD Graphics]Apple M1 Pro

OSUbuntu 26.04 LTSmacOS 26.6.2

Archx64arm64

Power Modeperformancebalanced

Performance

lmstudio-community… qwen3.5:4b-mlx

Tokens/sec13.342.2

First chunk18 ms201 ms

TTFT1.4 s4.4 s

Load time8.1 s0.0 s

Memory usage0.0 GB3.8 GB

Memory %0%24%

HW Fit Score Breakdown

lmstudio-community/gemm…

Speed

25/50

TTFT

20/20

Memory

30/30

qwen3.5:4b-mlx

Speed

50/50

TTFT

11/20

Memory

30/30

Quality

lmstudio-community/gemm…

Reasoning

12/20

Coding

18/20

Instruction

16/20

Structured

15/15

Math

8/15

Multilingual

9/10

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

qwen3.5:4b-mlx

Reasoning

16/20

Coding

2/20

Instruction

13/20

Structured

7/15

Math

11/15

Multilingual

9/10

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

View lmstudio-community… details | View qwen3.5:4b-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