Back to leaderboard

gemma4:e2b

OLLAMA GGUF

gemma4 · 5.1B · Q4_K_M

Good

Aug 28, 2026 · Intel Core™ i5-10210U

gemma-4-e2b-it-qat

LM-STUDIO GGUF

gemma4 · Q4_K_XL

Excellent

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

Global Score
76 vs 81
Hardware Fit
82 vs 90
Quality Score
73 vs 77

Hardware

gemma4:e2b gemma-4-e2b-it-qat
MachineLENOVO 20U30029MBDocker Container
CPUIntel Core™ i5-10210UIntel Gen Intel® Core™ i9-11900H
Cores816
RAM15 GB15 GB
GPUCometLake-U GT2 [UHD Graphics]TigerLake-H GT1 [UHD Graphics]
OSPop 24.04 LTSUbuntu 26.04 LTS
Archx64x64
Power Modeperformanceperformance

Performance

gemma4:e2b gemma-4-e2b-it-qat
Tokens/sec13.522.2
First chunk1270 ms67 ms
TTFT1.3 s1.1 s
Load time13.4 s5.4 s
Memory usage6.5 GB0.0 GB
Memory %42%0%

HW Fit Score Breakdown

gemma4:e2b

Speed
35/50
TTFT
20/20
Memory
27/30

gemma-4-e2b-it-qat

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

Quality

gemma4:e2b

Reasoning
10/20
Coding
15/20
Instruction
16/20
Structured
15/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong

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

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