is it worth migrating our legacy backend from traditional EC2 instances to AWS Lambda given the current pricing and execution timeout limits
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
is it worth migrating our legacy backend from traditional EC2 instances to AWS Lambda given the current pricing and execution timeout limits
3 real searches · 1 real-search pass
AWS Lambda pricing 2026 requests duration memory provisioned concurrency official pricing EC2 on-demand pricing comparisonGoogle ↗
OBSERVEDComparison
AWS Lambda timeout maximum 900 seconds execution environment limitations official AWS documentation 2026Google ↗
OBSERVEDReason
AWS Lambda vs EC2 cost comparison break even utilization workloads AWS architecture guidanceGoogle ↗
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 2026 requests duration memory provisioned concurrency official pricing EC2 on-demand pricing comparison Google ↗
AWS Lambda timeout maximum 900 seconds execution environment limitations official AWS documentation 2026 Google ↗
AWS Lambda vs EC2 cost comparison break even utilization workloads AWS architecture guidance Google ↗
- AWS Lambda Pricing · aws.amazon.com
- EC2 On-Demand Instance Pricing · aws.amazon.com
- Configure Lambda Event Function timeout · docs.aws.amazon.com
- Lambda quotas · docs.aws.amazon.com
- Announcing 90-minute function timeout on AWS Lambda Managed Instances · aws.amazon.com.cdn.amazon.com
- Understanding the Lambda execution environment lifecycle · docs.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 2026 requests duration memory provisioned concurrency official pricing EC2 on-demand pricing comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
AWS Lambda timeout maximum 900 seconds execution environment limitations official AWS documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
AWS Lambda vs EC2 cost comparison break even utilization workloads AWS architecture guidance OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |