Real ChatGPT answer · index seed3mYqxqFBZhscompleteB2B software · cloud hostingcomparison

Which cloud provider offers the cheapest AWS Lambda alternative that still handles scaling Node.js microservices without massive cold start bills?

ChatGPTgpt-64 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which cloud provider offers the cheapest AWS Lambda alternative that still handles scaling Node.js microservices without massive cold start bills?
4 real searches · 1 real-search pass
2026 Cloudflare Workers pricing requests CPU limits Node.js compatibility cold starts officialGoogle ↗
OBSERVEDConsequence
Google Cloud Run pricing request based billing minimum instances cold starts Node.js official 2026Google ↗
OBSERVEDConsequence
Fly.io pricing machines shared CPU memory autostart stop Node.js 2026Google ↗
OBSERVEDComparison
AWS Lambda pricing requests duration free tier 2026Google ↗
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 (4)
Short factOther / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
2026 Cloudflare Workers pricing requests CPU limits Node.js compatibility cold starts official Google ↗
Google Cloud Run pricing request based billing minimum instances cold starts Node.js official 2026 Google ↗
Fly.io pricing machines shared CPU memory autostart stop Node.js 2026 Google ↗
AWS Lambda pricing requests duration free tier 2026 Google ↗
  1. Pricing · developers.cloudflare.com
  2. Node.js compatibility · developers.cloudflare.com
  3. Official website and documentation · developers.cloudflare.com
  4. Cloud Run pricing · cloud.google.com
  5. Billing settings for services  |  Cloud Run  |  Google Cloud Documentation · docs.cloud.google.com
  6. Official website · cloud.google.com
  7. Pricing · fly.io
  8. Fly.io Resource Pricing · fly.io
  9. Pricing · aws.amazon.com
  10. Cloud Run pricing · cloud.google.com

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Cloudflare Workers pricing requests CPU limits Node.js compatibility cold starts official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Google Cloud Run pricing request based billing minimum instances cold starts Node.js official 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Fly.io pricing machines shared CPU memory autostart stop Node.js 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
AWS Lambda pricing requests duration free tier 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1