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Comparison · Analytics
AgencyAnalytics vs Apache Cloudberry
A side-by-side editorial comparison of AgencyAnalytics and Apache Cloudberry — release velocity, themes, recent moves, and the top alternatives to consider.
AgencyAnalytics vs Apache Cloudberry: at a glance
What is AgencyAnalytics?
AgencyAnalytics keeps widening its integrations while tables learn row-level math
AgencyAnalytics publishes weekly product notes. The latest two added dark mode, Custom Metrics computed per row in table widgets, CallRail sentiment and tag breakdowns, HighLevel email campaign reporting, row-level period comparisons across 23 more integrations, and Quantcast as a new ad source. Mid-October brought its MCP server's first write actions and an AI Tracker view of existing AI answers that mention a client.
What is Apache Cloudberry?
Apache Cloudberry is three release candidates into 2.2.0.
Apache Cloudberry is an open-source MPP analytics database in the Apache Incubator, derived from Greenplum. The 2.2.0 release has gone through rc1 (September 3), rc2 (October 7) and rc3 (October 20), with no release notes attached to the later candidates. 2.1.0 shipped in May after two candidates.
AgencyAnalytics vs Apache Cloudberry: editorial side-by-side
AgencyAnalytics
5.0ANALYTICS
AgencyAnalytics keeps widening its integrations while tables learn row-level math
◆ Current state
AgencyAnalytics publishes weekly product notes. The latest two added dark mode, Custom Metrics computed per row in table widgets, CallRail sentiment and tag breakdowns, HighLevel email campaign reporting, row-level period comparisons across 23 more integrations, and Quantcast as a new ad source. Mid-October brought its MCP server's first write actions and an AI Tracker view of existing AI answers that mention a client.
◆ Where it's heading
Two threads run in parallel: more data sources and deeper table analysis for reporting, and AI features that both write to the account and track client visibility in AI answers.
◆ Prediction
More integrations will likely gain row-level comparison, since this week's release extended it to 23 at once.
Apache Cloudberry
5.0ANALYTICS
Apache Cloudberry is three release candidates into 2.2.0.
◆ Current state
Apache Cloudberry is an open-source MPP analytics database in the Apache Incubator, derived from Greenplum. The 2.2.0 release has gone through rc1 (September 3), rc2 (October 7) and rc3 (October 20), with no release notes attached to the later candidates. 2.1.0 shipped in May after two candidates.
◆ Where it's heading
Each release goes through two or three candidates and ASF votes; 2.0.0 also needed three. The gap between feature releases has been roughly six to eight months.
◆ Prediction
2.2.0 final is likely after the rc3 vote, if no further candidate is needed. The entries do not list 2.2.0's feature content.
Alternatives to AgencyAnalytics and Apache Cloudberry
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 AgencyAnalytics or Apache Cloudberry.
Deepnote
Deepnote's agent now runs from first prompt to finished notebook without handoffs.
Apache Storm
Storm 3.1 adds an Iceberg sink and closes a long list of security gaps in Nimbus and the UI.
Apache HertzBeat
HertzBeat's 1.9.0 is on its second release candidate, and the feed still skips 1.8.0.
OpenPanel
OpenPanel moves from 3.18 to 3.20 in two days, still without a word of release notes.
Apache TsFile
TsFile 2.5 adds Go to its Java, C++ and Python implementations.
See all AgencyAnalytics alternatives → · See all Apache Cloudberry alternatives →
Recent activity from AgencyAnalytics and Apache Cloudberry
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3d agoAgencyAnalyticsDark mode, a fresh chart palette, Custom Metrics in tables, and more
- 10d agoAgencyAnalyticsHighLevel email campaign data, row-level comparison across more data sources, and more
- 11d agoAgencyAnalyticsQuantcast is now available
- 13d agoApache CloudberryApache Cloudberry 2.2.0 third release candidate
- 14d agoAgencyAnalyticsNew Google Analytics dimensions: File Name and Link URL
- 17d agoAgencyAnalyticsFacebook reactions by type, multi-account ad reporting, and more
- 18d agoAgencyAnalyticsSee where your clients already show up in AI answers
- 26d agoApache CloudberryApache Cloudberry 2.2.0 second release candidate
- 2mo agoApache CloudberryApache Cloudberry 2.2.0 first release candidate
- 6mo agoApache CloudberryApache Cloudberry 2.1.0 official release
- 7mo agoApache CloudberryApache Cloudberry 2.1.0 second release candidate
- 8mo agoApache CloudberryApache Cloudberry 2.1.0 first release candidate
Frequently asked questions
What is the difference between AgencyAnalytics and Apache Cloudberry?
They serve adjacent needs but don't currently overlap on shipped themes. AgencyAnalytics and Apache Cloudberry are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is AgencyAnalytics better than Apache Cloudberry?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. AgencyAnalytics and Apache Cloudberry are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to AgencyAnalytics?
Top AgencyAnalytics alternatives in Analytics are ranked by recent ship velocity. Browse the "AgencyAnalytics alternatives" section above for the current picks, or visit /alternatives/agencyanalytics for the full list with editorial commentary on each.
What are the best alternatives to Apache Cloudberry?
Top Apache Cloudberry alternatives in Analytics are ranked by recent ship velocity. Browse the "Apache Cloudberry alternatives" section above for the current picks, or visit /alternatives/apache-cloudberry for the full list with editorial commentary on each.