Real ChatGPT answer · index seed1arVl0vJsFkcompleteB2B software · cloud hostinginformational

We are comparing AWS versus Google Cloud pricing for a new web project, but the cost calculators are so confusing. Which provider is generally cheaper for a small bootstrapping team with unpredictable traffic?

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We are comparing AWS versus Google Cloud pricing for a new web project, but the cost calculators are so confusing. Which provider is generally cheaper for a small bootstrapping team with unpredictable traffic?
1 real search · 1 real-search pass
AWS vs Google Cloud pricing 2026 Cloud Run scale to zero AWS Lambda pricing free tier official pricing comparisonGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
AWS vs Google Cloud pricing 2026 Cloud Run scale to zero AWS Lambda pricing free tier official pricing comparison Google ↗
  1. Cloud Run pricing · cloud.google.com
  2. Pricing Overview · cloud.google.com
  3. AWS Lambda Pricing · aws.amazon.com
  4. AWS Fargate or AWS Lambda? · docs.aws.amazon.com
  5. AWS Lambda pricing · aws.amazon.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AWS vs Google Cloud pricing 2026 Cloud Run scale to zero AWS Lambda pricing free tier official pricing comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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