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Comparison · Analytics
Apache Cloudberry vs Microsoft Clarity
A side-by-side editorial comparison of Apache Cloudberry and Microsoft Clarity — release velocity, themes, recent moves, and the top alternatives to consider.
Apache Cloudberry vs Microsoft Clarity: at a glance
What is Apache Cloudberry?
Apache Cloudberry ships 2.2.0 after three release candidates.
Apache Cloudberry is an open-source MPP analytics database in the Apache Incubator, derived from Greenplum. 2.2.0-incubating went final on November 3 after rc1 (September 3), rc2 (October 7) and rc3 (October 20). The release entry carries no notes of its own.
What is Microsoft Clarity?
Clarity turns its AI-traffic work toward agents on sites, with a 5.2M-session study.
Microsoft Clarity's product releases sit almost entirely on AI visibility: citation topics, branded vs non-branded query splits, scrape-to-referral attribution, custom brand terms and page-type classification in Bot Activity. October has brought no product release so far, only two blog posts: a study of AI-powered visits across 5.2 million sessions, and an account of cutting clarity.js by 4.5% with an automated AI experiment loop.
Apache Cloudberry vs Microsoft Clarity: editorial side-by-side
Apache Cloudberry
5.0ANALYTICS
Apache Cloudberry ships 2.2.0 after three release candidates.
◆ Current state
Apache Cloudberry is an open-source MPP analytics database in the Apache Incubator, derived from Greenplum. 2.2.0-incubating went final on November 3 after rc1 (September 3), rc2 (October 7) and rc3 (October 20). The release entry carries no notes of its own.
◆ Where it's heading
The project now ships on a roughly six-month cycle (2.0 in September 2025, 2.1 in May, 2.2 in November), each going through two or three voted candidates. The process is steady; what changed in 2.2 isn't visible in these entries.
◆ Prediction
A 2.3.0 rc1 is the next likely tag, probably in early 2027 if the cadence holds.
Microsoft Clarity
5.0ANALYTICS
Clarity turns its AI-traffic work toward agents on sites, with a 5.2M-session study.
◆ Current state
Microsoft Clarity's product releases sit almost entirely on AI visibility: citation topics, branded vs non-branded query splits, scrape-to-referral attribution, custom brand terms and page-type classification in Bot Activity. October has brought no product release so far, only two blog posts: a study of AI-powered visits across 5.2 million sessions, and an account of cutting clarity.js by 4.5% with an automated AI experiment loop.
◆ Where it's heading
Each release adds another filter or segmentation layer to the same AI-visibility surface, moving it from raw counts toward per-page and per-brand reporting. The agent study extends the subject from AI crawlers and citations to agents acting on sites, including searches, forms and checkout. The MCP server posts suggest Clarity also wants this data queried by agents, not just read in dashboards.
◆ Prediction
Expect agent sessions to appear as their own segment in Clarity reporting, following the path from crawler data to scrape-to-referral. The entries don't confirm such a feature or show whether Clarity will charge for any of this.
Alternatives to Apache Cloudberry and Microsoft Clarity
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 Apache Cloudberry or Microsoft Clarity.
DebugBear
DebugBear is growing from performance testing into uptime, browser support and ad-impact data.
OpenReplay
OpenReplay lets self-hosters block the hosts a recorded session can make its asset cacher fetch.
OpenHouse
OpenHouse records why table maintenance fails and adds timezone-aware retention.
OpenCTI
OpenCTI accepts Filigran licenses and closes a draft-access hole in its TAXII routes.
InfluxDB
InfluxDB keeps patching its 3.11 and 3.12 lines, now with a catalog repair tool.
See all Apache Cloudberry alternatives → · See all Microsoft Clarity alternatives →
Recent activity from Apache Cloudberry and Microsoft Clarity
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoApache CloudberryApache Cloudberry 2.2.0 final release
- 6d agoMicrosoft ClarityWhat AI Agents Do on Websites: Insights From 5.2 Million Sessions
- 6d agoMicrosoft ClarityHow We Made clarity.js 4.5% Smaller Without Sacrificing Compatibility
- 15d agoApache CloudberryApache Cloudberry 2.2.0 third release candidate
- 28d agoApache CloudberryApache Cloudberry 2.2.0 second release candidate
- 1mo agoMicrosoft ClarityHow We Use an AI Skill to Ship Clarity Releases with Confidence
- 1mo agoMicrosoft ClarityCustomize Your Brand Terms in Microsoft Clarity AI Visibility
- 1mo agoMicrosoft ClarityIntroducing Page Classification in Clarity Bot Activity
- 1mo agoMicrosoft ClarityHow SaaS Teams Can Use Clarity to Understand Monetization Behavior
- 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
Frequently asked questions
What is the difference between Apache Cloudberry and Microsoft Clarity?
They serve adjacent needs but don't currently overlap on shipped themes. Apache Cloudberry and Microsoft Clarity 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 Apache Cloudberry better than Microsoft Clarity?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Apache Cloudberry and Microsoft Clarity 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 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.
What are the best alternatives to Microsoft Clarity?
Top Microsoft Clarity alternatives in Analytics are ranked by recent ship velocity. Browse the "Microsoft Clarity alternatives" section above for the current picks, or visit /alternatives/microsoft-clarity for the full list with editorial commentary on each.