lmstudio-community/gemma-4-e2b-it

LM-STUDIO GGUF

gemma4 · Q8_0

Good

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

mlx-community/Nanbeige4.1-3B-8bit

LM-STUDIO GGUF

Marginal

Mar 5, 2026 · Apple M4

Global Score

77 vs 53

Hardware Fit

75 vs 99

Quality Score

78 vs 33

Hardware

lmstudio-community… mlx-community/Nanb…

MachineDocker ContainerMacBook Air

CPUIntel Gen Intel® Core™ i9-11900HApple M4

Cores1610

RAM15 GB32 GB

GPUTigerLake-H GT1 [UHD Graphics]Apple M4

OSUbuntu 26.04 LTSmacOS 26.3

Archx64arm64

Power Modeperformancebalanced

Performance

lmstudio-community… mlx-community/Nanb…

Tokens/sec13.325.4

First chunk18 ms266 ms

TTFT1.4 s266 ms

Load time8.1 sN/A

Memory usage0.0 GB0.0 GB

Memory %0%0%

HW Fit Score Breakdown

lmstudio-community/gemm…

Speed

25/50

TTFT

20/20

Memory

30/30

mlx-community/Nanbeige4…

Speed

49/50

TTFT

20/20

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

mlx-community/Nanbeige4…

Reasoning

10/20

Coding

7/20

Instruction

1/20

Structured

1/15

Math

11/15

Multilingual

3/10

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

View lmstudio-community… details | View mlx-community/Nanb… 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