My team is arguing about whether to use serverless functions or dedicated instances to manage our unpredictable ecommerce traffic costs, which one is actually cheaper at scale?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My team is arguing about whether to use serverless functions or dedicated instances to manage our unpredictable ecommerce traffic costs, which one is actually cheaper at scale?
3 real searches · 1 real-search pass
AWS Lambda pricing duration requests provisioned concurrency EC2 on-demand reserved instances pricing break even serverless vs containers sustained workloadsGoogle ↗
OBSERVEDComparison
Google Cloud Run pricing requests CPU memory instance-based billing minimum instances compute engine pricing officialGoogle ↗
OBSERVEDReason
serverless vs dedicated instances cost high utilization break even ecommerce traffic architectureGoogle ↗
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). 1 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 duration requests provisioned concurrency EC2 on-demand reserved instances pricing break even serverless vs containers sustained workloads Google ↗
Google Cloud Run pricing requests CPU memory instance-based billing minimum instances compute engine pricing official Google ↗
serverless vs dedicated instances cost high utilization break even ecommerce traffic architecture Google ↗
- Billing settings for services | Cloud Run | Google Cloud Documentation · docs.cloud.google.com
- Best practices for cost-optimized Cloud Run services | Google Cloud Documentation · docs.cloud.google.com
- Cloud Run pricing · cloud.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AWS Lambda pricing duration requests provisioned concurrency EC2 on-demand reserved instances pricing break even serverless vs containers sustained workloads OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Google Cloud Run pricing requests CPU memory instance-based billing minimum instances compute engine pricing official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
serverless vs dedicated instances cost high utilization break even ecommerce traffic architecture OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |