What are the hidden costs of scaling a Kubernetes cluster on AWS versus GCP when you factor in data egress fees and autoscaling overhead?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the hidden costs of scaling a Kubernetes cluster on AWS versus GCP when you factor in data egress fees and autoscaling overhead?
3 real searches · 1 real-search pass
AWS EKS data transfer pricing cross availability zone NAT gateway pricing 2026 officialGoogle ↗
OBSERVED
Google Kubernetes Engine network pricing data transfer cross zone internet egress Cloud NAT pricing officialGoogle ↗
OBSERVED
AWS EKS cluster pricing autoscaling Karpenter managed node groups GKE Autopilot pricing autoscaling overheadGoogle ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
AWS EKS data transfer pricing cross availability zone NAT gateway pricing 2026 official Google ↗
Google Kubernetes Engine network pricing data transfer cross zone internet egress Cloud NAT pricing official Google ↗
AWS EKS cluster pricing autoscaling Karpenter managed node groups GKE Autopilot pricing autoscaling overhead Google ↗
- Virtual Private Cloud pricing · cloud.google.com
- Network pricing · cloud.google.com
- Pricing for NAT gateways · docs.aws.amazon.com
- Cost Optimization - Networking · docs.aws.amazon.com
- Amazon EKS Pricing · aws.amazon.com
- Google Kubernetes Engine pricing · cloud.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AWS EKS data transfer pricing cross availability zone NAT gateway pricing 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Google Kubernetes Engine network pricing data transfer cross zone internet egress Cloud NAT pricing official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
AWS EKS cluster pricing autoscaling Karpenter managed node groups GKE Autopilot pricing autoscaling overhead OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |