Provider matchup

UpCloud vs AWS.

Identical-hardware GPU pricing comparison. 3 chip classes overlap.

Cheaper overall UpCloud wins on 3 of 3 matchups.

Identical-hardware matchups

GPU	Billing	UpCloud	AWS	Δ /hr	Cheaper
L4	On-Demand	$0.69	$2.30	−$1.61	UpCloud
L40S	On-Demand	$1.27	$1.86	−$0.59	UpCloud
H100	On-Demand	$1.89	$6.88	−$4.99	UpCloud