Real ChatGPT answer · index seedz3BvuI8NN4EcompleteB2B software · cloud hostinginformational

We are trying to cut our AWS bill in half next month so can you compare the cost effectiveness of serverless Node.js functions versus managed Kubernetes clusters?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We are trying to cut our AWS bill in half next month so can you compare the cost effectiveness of serverless Node.js functions versus managed Kubernetes clusters?
3 real searches · 1 real-search pass
AWS Lambda pricing Node.js requests duration official pricing 2026Google ↗
OBSERVEDComparison
Amazon EKS pricing cluster management fee EC2 worker nodes official AWS pricing 2026Google ↗
OBSERVEDComparison
AWS Lambda vs EKS cost optimization workloads utilization AWS guidanceGoogle ↗
OBSERVEDComparison

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.

ChatGPT real searches (3)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
AWS Lambda pricing Node.js requests duration official pricing 2026 Google ↗
Amazon EKS pricing cluster management fee EC2 worker nodes official AWS pricing 2026 Google ↗
AWS Lambda vs EKS cost optimization workloads utilization AWS guidance Google ↗
  1. AWS Lambda Pricing · aws.amazon.com
  2. Amazon EKS Pricing · aws.amazon.com
  3. Managed Kubernetes Service - Amazon EKS FAQs · aws.amazon.com
  4. Compute and Autoscaling · docs.aws.amazon.com
  5. Best Practices for Cost Optimization · docs.aws.amazon.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AWS Lambda pricing Node.js requests duration official pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Amazon EKS pricing cluster management fee EC2 worker nodes official AWS pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
AWS Lambda vs EKS cost optimization workloads utilization AWS guidance
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1