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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 18, 2026 · Intel Core™ i7-14700F

Global Score
81 vs 94
Hardware Fit
90 vs 96
Quality Score
77 vs 93

Hardware

gemma-4-e2b-it-qat GPT-20B:20b
MachineDocker ContainerHP OMEN 35L VALORANT Limited Edition Gaming Desktop PC
CPUIntel Gen Intel® Core™ i9-11900HIntel Core™ i7-14700F
Cores1628
RAM15 GB64 GB
GPUTigerLake-H GT1 [UHD Graphics]NVIDIA GeForce RTX 5080
OSUbuntu 26.04 LTSMicrosoft Windows 11 Enterprise 10.0.26200
Archx64x64
Power Modeperformancebalanced

Performance

gemma-4-e2b-it-qat GPT-20B:20b
Tokens/sec22.2181.0
First chunk67 ms596 ms
TTFT1.1 s1.3 s
Load time5.4 s10.0 s
Memory usage0.0 GB11.9 GB
Memory %0%19%

HW Fit Score Breakdown

gemma-4-e2b-it-qat

Speed
40/50
TTFT
20/20
Memory
30/30

GPT-20B:20b

Speed
50/50
TTFT
16/20
Memory
30/30

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
18/20
Instruction
16/20
Structured
15/15
Math
15/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

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