Compare AWS Fargate and Google Cloud Run for running background worker jobs triggered by GitHub Actions webhooks today
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare AWS Fargate and Google Cloud Run for running background worker jobs triggered by GitHub Actions webhooks today
3 real searches · 1 real-search pass
AWS Fargate ECS RunTask pricing startup time scaling ephemeral tasks documentation 2026Google ↗
OBSERVEDReason
Google Cloud Run Jobs documentation task execution retries parallelism timeout pricing 2026Google ↗
OBSERVEDReason
Cloud Run services request timeout concurrency instance-based billing minimum instances documentation 2026Google ↗
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 Fargate ECS RunTask pricing startup time scaling ephemeral tasks documentation 2026 Google ↗
Google Cloud Run Jobs documentation task execution retries parallelism timeout pricing 2026 Google ↗
Cloud Run services request timeout concurrency instance-based billing minimum instances documentation 2026 Google ↗
- Fully Managed Container Orchestration – Amazon Elastic Container Service (Amazon ECS) FAQs · aws.amazon.com
- Set task timeout for jobs | Cloud Run | Google Cloud Documentation · docs.cloud.google.com
- Cloud Run · cloud.google.com
- Cloud Run pricing · cloud.google.com
- Execute jobs | Cloud Run | Google Cloud Documentation · docs.cloud.google.com
- Amazon ECS task 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 Fargate ECS RunTask pricing startup time scaling ephemeral tasks documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Cloud Run Jobs documentation task execution retries parallelism timeout pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Cloud Run services request timeout concurrency instance-based billing minimum instances documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |