How do I accurately calculate serverless architecture cost estimation for a high-traffic app compared to a dedicated EC2 instance?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I accurately calculate serverless architecture cost estimation for a high-traffic app compared to a dedicated EC2 instance?
4 real searches · 1 real-search pass
AWS Lambda pricing requests duration compute pricing 2026 officialGoogle ↗
OBSERVEDComparison
Amazon EC2 On-Demand pricing instance hours official AWS pricingGoogle ↗
OBSERVEDComparison
Amazon API Gateway pricing HTTP API requests official AWSGoogle ↗
OBSERVEDComparison
AWS NAT Gateway pricing hourly data processing officialGoogle ↗
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)
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 pricing requests duration compute pricing 2026 official Google ↗
Amazon EC2 On-Demand pricing instance hours official AWS pricing Google ↗
Amazon API Gateway pricing HTTP API requests official AWS Google ↗
AWS NAT Gateway pricing hourly data processing official Google ↗
- AWS Lambda Pricing · aws.amazon.com
- Amazon API Gateway Pricing · aws.amazon.com
- EC2 On-Demand Instance Pricing · aws.amazon.com
- Amazon EC2 – Secure and resizable compute capacity · aws.amazon.com
- Pricing for NAT gateways · docs.aws.amazon.com
- Amazon VPC Pricing · aws.amazon.com
- Open AWS Pricing Calculator · calculator.aws
- Explore AWS Cost Explorer · aws.amazon.com
- Explore AWS Compute Optimizer · aws.amazon.com
- Explore k6 · grafana.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AWS Lambda pricing requests duration compute pricing 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Amazon EC2 On-Demand pricing instance hours official AWS pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Amazon API Gateway pricing HTTP API requests official AWS OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
AWS NAT Gateway pricing hourly data processing official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |