Provider matchup

AWS vs Civo.

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

Cheaper overall Civo wins on 3 of 3 matchups.

Identical-hardware matchups

GPU	Billing	AWS	Civo	Δ /hr	Cheaper
H100	On-Demand	$6.88	$2.49	+$4.39	Civo
H200	On-Demand	$7.91	$3.49	+$4.42	Civo
L40S	On-Demand	$1.86	$1.29	+$0.57	Civo