OpenMetadata
OpenMetadata 2.0.8 widens Hex, Sigma and BigQuery coverage while 2.1 waits in release candidates.
Comparison · Analytics
OpenPanel vs Grafana Loki
A side-by-side editorial comparison of OpenPanel and Grafana Loki — release velocity, themes, recent moves, and the top alternatives to consider.
OpenPanel vs Grafana Loki: at a glance
What is OpenPanel?
OpenPanel tags seven more supporter builds in two days, now at 3.30.0, still without notes.
OpenPanel went from 3.23.2 on November 3 to 3.30.0 on November 6 through seven supporter builds. Each entry says only which commit of main it was built from and that supporters install it with openpanel upgrade --supporter; public self-hosting releases come from a separate tag. None of the entries describes a change.
What is Grafana Loki?
Loki 4.0 reaches RC3 and narrows S3 storage classes to Standard and Standard-IA.
Loki 4.0 is moving through release candidates. RC1's notes list the breaking changes: the V2 query engine unplugged, Simple Scalable Deployment targets and old /api/prom endpoints removed, protobuf as the default frontend encoding, and several deprecated settings and metrics dropped. RC2 removed every index backend but TSDB, and RC3 adds one more break, limiting S3 storage classes to STANDARD and STANDARD_IA, plus a compactor delete fix.
OpenPanel vs Grafana Loki: editorial side-by-side
OpenPanel
5.0ANALYTICS
OpenPanel tags seven more supporter builds in two days, now at 3.30.0, still without notes.
◆ Current state
OpenPanel went from 3.23.2 on November 3 to 3.30.0 on November 6 through seven supporter builds. Each entry says only which commit of main it was built from and that supporters install it with openpanel upgrade --supporter; public self-hosting releases come from a separate tag. None of the entries describes a change.
◆ Where it's heading
The supporter channel has become a continuous-deployment feed with minor versions minted per build. That cadence signals active development, but the feed gives no way to tell which builds carry user-facing work.
◆ Prediction
The entries do not support a feature prediction; expect more unannotated supporter builds and an eventual self-hosting tag that rolls them up.
Grafana Loki
6.3ANALYTICS
Loki 4.0 reaches RC3 and narrows S3 storage classes to Standard and Standard-IA.
◆ Current state
Loki 4.0 is moving through release candidates. RC1's notes list the breaking changes: the V2 query engine unplugged, Simple Scalable Deployment targets and old /api/prom endpoints removed, protobuf as the default frontend encoding, and several deprecated settings and metrics dropped. RC2 removed every index backend but TSDB, and RC3 adds one more break, limiting S3 storage classes to STANDARD and STANDARD_IA, plus a compactor delete fix.
◆ Where it's heading
Each candidate trims a bit more legacy surface, so 4.0 is a cleanup major that pushes installs onto TSDB and the microservices or single-binary layouts. The Operator had prepared this path since 0.11 and 0.12.
◆ Prediction
Expect a few more RCs with small breaking changes, then 4.0.0 GA and an Operator release that drops the removed schemas.
Alternatives to OpenPanel and Grafana Loki
Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either OpenPanel or Grafana Loki.
Dovetail
Dovetail lets admins choose which connectors members can plug into the workspace.
Dagster
Dagster drops Python 3.10 and lets agents run schedules and sensors through MCP.
OpenHouse
OpenHouse adds time-zone-aware retention and per-database table caps.
Countly
Countly 25.03.59 defaults to Node 26, supports MongoDB 9 and tightens app scoping.
Kubecost
Kubecost cuts three 3.3.2 release candidates in two days, still without notes.
See all OpenPanel alternatives → · See all Grafana Loki alternatives →
Recent activity from OpenPanel and Grafana Loki
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3d agoGrafana LokiLoki Helm chart 7.6.0 released
- 6d agoGrafana LokiLoki 4.0 RC3 limits S3 storage classes to Standard and IA
- 7d agoOpenPanel3.30.0: supporter build, no notes
- 8d agoOpenPanel3.29.0: supporter build, no notes
- 8d agoOpenPanel3.28.0: supporter build, no notes
- 8d agoOpenPanel3.27.2: supporter build, no notes
- 8d agoOpenPanel3.27.1: supporter build, no notes
- 8d agoOpenPanel3.27.0: supporter build, no notes
- 8d agoGrafana LokiLoki 4.0 RC1 lists the breaking changes for the major
- 9d agoGrafana LokiLoki 4.0 RC drops legacy storage backends and SSD mode ⚡
- 22d agoGrafana LokiLoki Helm chart 7.5.0 released
- 1mo agoGrafana LokiLoki Operator 0.12 requires schemas, adds OpenShift 5.0 TLS
Frequently asked questions
What is the difference between OpenPanel and Grafana Loki?
They serve adjacent needs but don't currently overlap on shipped themes. Grafana Loki is currently shipping more aggressively (velocity 6.3 vs 5.0), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is OpenPanel better than Grafana Loki?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Grafana Loki is currently shipping more aggressively (velocity 6.3 vs 5.0), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to OpenPanel?
Top OpenPanel alternatives in Analytics are ranked by recent ship velocity. Browse the "OpenPanel alternatives" section above for the current picks, or visit /alternatives/openpanel for the full list with editorial commentary on each.
What are the best alternatives to Grafana Loki?
Top Grafana Loki alternatives in Analytics are ranked by recent ship velocity. Browse the "Grafana Loki alternatives" section above for the current picks, or visit /alternatives/loki for the full list with editorial commentary on each.