Best GPU for RAG Pipelines

RAG mostly needs embedding model + small generator. L4/T4 (16GB) handle embeddings; small generator GPU on top.

Last updated April 19, 2026 · Data refreshed every 6 hours
Top pick
T4
From
$0.068/hr
Recommendations
4

Recommended GPUs

#1 L4
26 providers · 585 instances
$0.188/hr
cheapest
#2 T4
8 providers · 1557 instances
$0.068/hr
cheapest
#3 A10G
5 providers · 134 instances
$0.338/hr
cheapest
11 providers · 18 instances
$0.440/hr
cheapest

Why These GPUs?

RAG mostly needs embedding model + small generator. L4/T4 (16GB) handle embeddings; small generator GPU on top.

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