OpenMetadata
OpenMetadata 2.0.8 widens Hex, Sigma and BigQuery coverage while 2.1 waits in release candidates.
Comparison · Analytics
GoAccess vs Grafana Loki
A side-by-side editorial comparison of GoAccess and Grafana Loki — release velocity, themes, recent moves, and the top alternatives to consider.
GoAccess vs Grafana Loki: at a glance
What is GoAccess?
GoAccess 1.12 splits AI crawlers from search bots in web log reports.
GoAccess is a mature open-source web log analyzer with a terminal UI and self-contained HTML reports. After 1.11's parsing and memory gains in July, 1.12 on September 16 adds a dedicated AI Crawlers category separating AI assistants and training bots from search crawlers, a Fediverse category, a live requests-per-second rate and an option to exclude traffic by ASN. It also refuses database restores whose grouping settings no longer match.
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.
GoAccess vs Grafana Loki: editorial side-by-side
GoAccess
0.0ANALYTICS
GoAccess 1.12 splits AI crawlers from search bots in web log reports.
◆ Current state
GoAccess is a mature open-source web log analyzer with a terminal UI and self-contained HTML reports. After 1.11's parsing and memory gains in July, 1.12 on September 16 adds a dedicated AI Crawlers category separating AI assistants and training bots from search crawlers, a Fediverse category, a live requests-per-second rate and an option to exclude traffic by ASN. It also refuses database restores whose grouping settings no longer match.
◆ Where it's heading
GoAccess is adapting its traffic classification to how sites are now crawled, with AI bots and Fediverse servers as distinct sources. Releases continue on a roughly two-to-five-month cycle.
◆ Prediction
Expect more bot classification and filtering options in the next release; timing is unclear.
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 GoAccess 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 GoAccess 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 GoAccess alternatives → · See all Grafana Loki alternatives →
Recent activity from GoAccess 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
- 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
- 1mo agoGoAccessGoAccess 1.12 adds AI Crawlers category and ASN exclusion
- 3mo agoGoAccessGoAccess 1.11: faster parsing, less memory, crash-safe DB migration
- 7mo agoGoAccessGoAccess 1.10.2
- 9mo agoGoAccessGoAccess 1.10.1
- 9mo agoGoAccessGoAccess 1.10: city geolocation, bar charts, compressed logs
- 1y agoGoAccess# Release 1.9.4 Monday, March 31, 2025
Frequently asked questions
What is the difference between GoAccess 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 0.0), 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 GoAccess 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 0.0), 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 GoAccess?
Top GoAccess alternatives in Analytics are ranked by recent ship velocity. Browse the "GoAccess alternatives" section above for the current picks, or visit /alternatives/goaccess 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.