Comparing Cloudflare Workers and AWS Lambda for handling lightweight API authentication without breaking our monthly startup budget.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Comparing Cloudflare Workers and AWS Lambda for handling lightweight API authentication without breaking our monthly startup budget.
3 real searches · 1 real-search pass
Cloudflare Workers pricing free plan paid plan requests CPU duration 2026 official pricingGoogle ↗
OBSERVEDComparison
AWS Lambda pricing requests duration free tier 2026 official pricingGoogle ↗
OBSERVEDComparison
Cloudflare Workers vs AWS Lambda JWT authentication latency cold starts 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 (3)
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
Cloudflare Workers pricing free plan paid plan requests CPU duration 2026 official pricing Google ↗
AWS Lambda pricing requests duration free tier 2026 official pricing Google ↗
Cloudflare Workers vs AWS Lambda JWT authentication latency cold starts pricing comparison Google ↗
- Pricing · developers.cloudflare.com
- AWS Lambda Pricing · aws.amazon.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Cloudflare Workers pricing free plan paid plan requests CPU duration 2026 official pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
AWS Lambda pricing requests duration free tier 2026 official pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Cloudflare Workers vs AWS Lambda JWT authentication latency cold starts pricing comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |