Provider matchup

Novita vs Civo.

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

Cheaper overall Civo wins on 2 of 3 matchups.

Identical-hardware matchups

GPU	Billing	Novita	Civo	Δ /hr	Cheaper
A100	On-Demand	$1.60	$1.09	+$0.51	Civo
H100	On-Demand	$2.59	$2.49	+$0.10	Civo
L40S	On-Demand	$0.55	$1.29	−$0.74	Novita