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Comparison · Analytics
Apache Cloudberry vs Apify
A side-by-side editorial comparison of Apache Cloudberry and Apify — release velocity, themes, recent moves, and the top alternatives to consider.
Apache Cloudberry vs Apify: at a glance
| Feature | Apache Cloudberry | Apify |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 5.0 | 5.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | analytics, mpp-database, apache-incubator, open-source | ai-agents, mcp, actor-marketplace, breaking-changes |
| Last editorial update | 8h ago | 1d ago |
| Website | Visit → | — |
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 Apify?
Apify reshapes its Store API for agents, and it will break some integrations on Nov 15.
Apify's October work treats AI agents as the main Store client. On November 15, GET /v2/store moves to a relevance-ranked search backend: search returns a single page of at most 100 results, offset and sortBy are ignored, total and count change meaning, and noisy fields are dropped to save agent context. Earlier in October, the MCP server gained tools to build Actors, read build and run logs and read source files, and the Store was regrouped into use-case categories.
Apache Cloudberry vs Apify: 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.
Apify
5.0ANALYTICS
Apify reshapes its Store API for agents, and it will break some integrations on Nov 15.
◆ Current state
Apify's October work treats AI agents as the main Store client. On November 15, GET /v2/store moves to a relevance-ranked search backend: search returns a single page of at most 100 results, offset and sortBy are ignored, total and count change meaning, and noisy fields are dropped to save agent context. Earlier in October, the MCP server gained tools to build Actors, read build and run logs and read source files, and the Store was regrouped into use-case categories.
◆ Where it's heading
The arc from June to now is consistent: MCP connectors, x402 payments for agents without accounts, Apify AI for plain-English runs, and now a Store API and MCP toolset tuned for agents over human paging. Apify is accepting breakage for existing integrations in exchange for better agent results.
◆ Prediction
Expect migration guidance and possibly a grace period around the November 15 cutover, followed by more MCP tools moving into the default set.
Alternatives to Apache Cloudberry and Apify
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 Apify.
Holistics
Holistics lets admins put a key dashboard on everyone's Home page.
Rho
Rho 0.5.3 lets Claude sessions run without Rho's own step and time caps.
Displayr
Displayr moves custom visualizations to their own domain, so videos, maps and saved settings work.
Calibre
Calibre MCP lets your coding agent read RUM and Lighthouse data, then fix the slow code
Plausible
Plausible removes the goal setup step from funnels.
See all Apache Cloudberry alternatives → · See all Apify alternatives →
Recent activity from Apache Cloudberry and Apify
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 16h agoApache CloudberryApache Cloudberry 2.2.0 final release
- 5d agoApifyApify Store API: new search backend and breaking changes
- 14d agoApache CloudberryApache Cloudberry 2.2.0 third release candidate
- 19d agoApifyBuild and debug Actors with new Apify MCP tools
- 27d agoApache CloudberryApache Cloudberry 2.2.0 second release candidate
- 29d agoApifyFind Actors by use case with new Store categories
- 2mo agoApache CloudberryApache Cloudberry 2.2.0 first release candidate
- 2mo agoApifyCreate an Actor with a Git repo in a few clicks
- 3mo agoApifyApify AI (beta) is live. Describe what you need and get results ⚡
- 4mo agoApifyPay for Apify Actors with x402 ⚡
- 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 Apify?
They serve adjacent needs but don't currently overlap on shipped themes. Apache Cloudberry and Apify 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 Apify?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Apache Cloudberry and Apify 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 Apify?
Top Apify alternatives in Analytics are ranked by recent ship velocity. Browse the "Apify alternatives" section above for the current picks, or visit /alternatives/apify for the full list with editorial commentary on each.