Track query cost, data scanned, slow queries, and who's spending the most , per query, per user, per workgroup. Before the surprise bill arrives.
A single query without proper partitioning or column pruning can scan your entire dataset. At $5/TB, a 10TB table scanned 20 times a day costs $1,000/day. Most teams discover this in the monthly bill , not in real time.
See exactly how much each query costs in dollars , not just data scanned. Ranked by cost, by user, and by workgroup.
Set thresholds for acceptable data scanned per query. Get alerted when a query exceeds them before it becomes a budget problem.
Track query execution time trends. Surface queries that are getting slower over time , often a symptom of table degradation upstream.
Understand which teams and users drive the most cost. Workgroup budget utilization, query frequency, and cost-per-query by principal.
Identify recurring expensive queries that could be accelerated with better partitioning, columnar format tuning, or caching.
Track query failure rates, error categories, and which tables or columns are most frequently involved in failures.
CloudFormation creates a role with read access to Athena query history and execution statistics.
Choose which Athena workgroups to include. All queries within those workgroups are tracked automatically.
Define per-query and per-workgroup cost thresholds. Alerts route to Slack, PagerDuty, or email.
Per-query cost dashboards, user rankings, and slow query reports populate as query history is ingested.
No access to query results data. Execution metadata and statistics only.
Works with your existing AWS setup. Read-only access. No agents. No data exposure.
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