Is scaling Node.js on AWS Lambda really cheaper than running a dedicated EC2 instance when you factor in high volume request invocations and cold start execution times?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is scaling Node.js on AWS Lambda really cheaper than running a dedicated EC2 instance when you factor in high volume request invocations and cold start execution times?
3 real searches · 1 real-search pass
AWS Lambda pricing requests duration x86 arm 2026 official pricingGoogle ↗
OBSERVEDConsequence
AWS EC2 on demand pricing t3 m7g instance official AWS pricingGoogle ↗
OBSERVEDComparison
AWS Lambda cold starts initialization duration billing provisioned concurrency pricing official documentationGoogle ↗
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 (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
AWS Lambda pricing requests duration x86 arm 2026 official pricing Google ↗
AWS EC2 on demand pricing t3 m7g instance official AWS pricing Google ↗
AWS Lambda cold starts initialization duration billing provisioned concurrency pricing official documentation Google ↗
- Understanding the Lambda execution environment lifecycle · docs.aws.amazon.com
- Troubleshoot Lambda function cold start issues · repost.aws
- AWS Lambda standardizes billing for INIT Phase · aws.amazon.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 |
|---|---|---|---|---|---|---|---|
AWS Lambda pricing requests duration x86 arm 2026 official pricing OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
AWS EC2 on demand pricing t3 m7g instance official AWS pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
AWS Lambda cold starts initialization duration billing provisioned concurrency pricing official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |