For Loki alternatives, ingest a representative log stream with the labels and volume used in production. Recreate one incident query, measure ingestion delay and p95 search time, and check whether high-cardinality labels change cost or stability. Test retention, access controls, and missing-log alerts. A cheap store is not helpful if operators cannot find the event that explains an outage.