What is the most cost-effective cloud provider for scaling Node.js on AWS Lambda versus running a dedicated containerized cluster for API backends?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the most cost-effective cloud provider for scaling Node.js on AWS Lambda versus running a dedicated containerized cluster for API backends?
3 real searches · 1 real-search pass
2026 cloud pricing AWS Lambda requests duration compute AWS Fargate pricing Cloud Run pricing ECS EC2 pricingGoogle ↗
OBSERVEDComparison
AWS Lambda pricing free tier request duration provisioned concurrency officialGoogle ↗
OBSERVEDComparison
Google Cloud Run pricing request based instance based billing official 2026Google ↗
OBSERVEDOther / navigational
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). 3 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
2026 cloud pricing AWS Lambda requests duration compute AWS Fargate pricing Cloud Run pricing ECS EC2 pricing Google ↗
AWS Lambda pricing free tier request duration provisioned concurrency official Google ↗
Google Cloud Run pricing request based instance based billing official 2026 Google ↗
- AWS Fargate or AWS Lambda? · docs.aws.amazon.com
- AWS Fargate Pricing · aws.amazon.com
- Cloud Run pricing · cloud.google.com
- Fully Managed Container Orchestration · aws.amazon.com
- AWS Lambda Pricing · aws.amazon.com
- Billing settings for services | Cloud Run | Google Cloud Documentation · docs.cloud.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 cloud pricing AWS Lambda requests duration compute AWS Fargate pricing Cloud Run pricing ECS EC2 pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
AWS Lambda pricing free tier request duration provisioned concurrency official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Google Cloud Run pricing request based instance based billing official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |