Loki -

: Uses a query language similar to Prometheus' PromQL , allowing users to filter logs by labels and even generate metrics from log data.

: Logs are compressed and stored in inexpensive object storage like Amazon S3 or Google Cloud Storage . : Uses a query language similar to Prometheus'

: Unlike traditional systems, Loki only indexes metadata (labels) rather than the full log content. This significantly reduces storage costs and operational complexity. enabling users to switch between metrics

"Loki" most commonly refers to , a highly scalable and cost-effective log aggregation system inspired by Prometheus. Key Features of Grafana Loki and traces in a single dashboard.

: Built for a seamless experience within the Grafana ecosystem, enabling users to switch between metrics, logs, and traces in a single dashboard.