gemma-4-e2b-it-qat

LM-STUDIO GGUF

gemma4 · Q4_K_XL

Excellent

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

GPT-20B:20b

OLLAMA GGUF

gptoss · 20.9B · MXFP4

Excellent

Aug 19, 2026 · AMD Ryzen 9 9955HX3D 16-Core Processor

Global Score

81 vs 87

Hardware Fit

90 vs 81

Quality Score

77 vs 90

Hardware

gemma-4-e2b-it-qat GPT-20B:20b

MachineDocker ContainerHP HyperX OMEN Gaming Laptop 16-ap1xxx

CPUIntel Gen Intel® Core™ i9-11900HAMD Ryzen 9 9955HX3D 16-Core Processor

Cores1632

RAM15 GB31 GB

GPUTigerLake-H GT1 [UHD Graphics]AMD Radeon(TM) 610M, NVIDIA GeForce RTX 5070 Laptop GPU

OSUbuntu 26.04 LTSMicrosoft Windows 11 Home 10.0.26200

Archx64x64

Power Modeperformancebalanced

Performance

gemma-4-e2b-it-qat GPT-20B:20b

Tokens/sec22.236.9

First chunk67 ms902 ms

TTFT1.1 s4.2 s

Load time5.4 s19.5 s

Memory usage0.0 GB13.1 GB

Memory %0%42%

HW Fit Score Breakdown

gemma-4-e2b-it-qat

Speed

40/50

TTFT

20/20

Memory

30/30

GPT-20B:20b

Speed

47/50

TTFT

7/20

Memory

27/30

Quality

gemma-4-e2b-it-qat

Reasoning

10/20

Coding

17/20

Instruction

17/20

Structured

15/15

Math

8/15

Multilingual

10/10

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

GPT-20B:20b

Reasoning

19/20

Coding

17/20

Instruction

14/20

Structured

15/15

Math

15/15

Multilingual

10/10

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

View gemma-4-e2b-it-qat details | View GPT-20B:20b 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