Provider matchup

Together vs UpCloud.

Identical-hardware GPU pricing comparison. 2 chip classes overlap.

Cheaper overall UpCloud wins on 2 of 2 matchups.

Identical-hardware matchups

GPU	Billing	Together	UpCloud	Δ /hr	Cheaper
H100	On-Demand	$3.36	$2.07	+$1.29	UpCloud
L40S	On-Demand	$2.10	$1.29	+$0.81	UpCloud