GCP tends to be the pick for teams already deep in Kubernetes or Google's data/AI tooling (BigQuery, Vertex AI) — the integration there is noticeably smoother than bolting the equivalent onto AWS. Its market share and third-party tooling ecosystem are smaller than AWS's, which can mean fewer tutorials/integrations for niche needs.