Real ChatGPT answer · index seedIbXZQCErOpEcompleteB2B software · cloud hostingcommercial

Compare the current performance and pricing of AWS versus Cloudflare Workers for handling millions of daily API requests under heavy security constraints.

ChatGPTgpt-64 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the current performance and pricing of AWS versus Cloudflare Workers for handling millions of daily API requests under heavy security constraints.
4 real searches · 1 real-search pass
AWS Lambda API Gateway pricing 2026 requests pricing official AWSGoogle ↗
OBSERVEDComparison
Cloudflare Workers pricing 2026 requests CPU duration official pricingGoogle ↗
OBSERVEDComparison
AWS CloudFront WAF Shield pricing 2026 officialGoogle ↗
OBSERVEDComparison
Cloudflare Workers performance benchmarks latency isolate startup security WAF official documentation 2026Google ↗
OBSERVEDReason

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 (4)
Short factOther / navigationalComparison75%ConsequenceReason25%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
AWS Lambda API Gateway pricing 2026 requests pricing official AWS Google ↗
Cloudflare Workers pricing 2026 requests CPU duration official pricing Google ↗
AWS CloudFront WAF Shield pricing 2026 official Google ↗
Cloudflare Workers performance benchmarks latency isolate startup security WAF official documentation 2026 Google ↗
  1. Understanding the Lambda execution environment lifecycle · docs.aws.amazon.com
  2. AWS Lambda Pricing · aws.amazon.com
  3. How Workers works · developers.cloudflare.com
  4. Pricing - AWS WAF · aws.amazon.com
  5. Overview · developers.cloudflare.com
  6. Overview · developers.cloudflare.com
  7. Overview · developers.cloudflare.com
  8. Pricing · developers.cloudflare.com
  9. Amazon API Gateway Pricing · aws.amazon.com

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AWS Lambda API Gateway pricing 2026 requests pricing official AWS
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Cloudflare Workers pricing 2026 requests CPU duration official pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
AWS CloudFront WAF Shield pricing 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Cloudflare Workers performance benchmarks latency isolate startup security WAF official documentation 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1