Holistics
Holistics lets admins put a key dashboard on everyone's Home page.
Comparison · Analytics
Apache Cloudberry vs Shynet
A side-by-side editorial comparison of Apache Cloudberry and Shynet — release velocity, themes, recent moves, and the top alternatives to consider.
Apache Cloudberry vs Shynet: 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 Shynet?
Shynet went silent for two and a half years and a security audit is what woke it up.
Shynet's most recent release closes two externally reported vulnerabilities: a wildcard ALLOWED_HOSTS default enabling password reset poisoning, and stored XSS in two template filters, both credited to an outside security firm. It arrived after a gap of roughly two and a half years, and the release before it was a temporary dependency install workaround. The dashboard features people associate with the project — the annotated world map, the map-versus-table toggle — all date from 2021.
Apache Cloudberry vs Shynet: 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.
Shynet
0.0ANALYTICS
Shynet went silent for two and a half years and a security audit is what woke it up.
◆ Current state
Shynet's most recent release closes two externally reported vulnerabilities: a wildcard ALLOWED_HOSTS default enabling password reset poisoning, and stored XSS in two template filters, both credited to an outside security firm. It arrived after a gap of roughly two and a half years, and the release before it was a temporary dependency install workaround. The dashboard features people associate with the project — the annotated world map, the map-versus-table toggle — all date from 2021.
◆ Where it's heading
The arc is a project that had real community momentum and then stopped. In 2021 releases were arriving monthly and were, by the maintainer's own note, driven entirely by contributors; by 2023 the content was dependabot bumps and build workarounds; after that, nothing until a security report forced a response. Nothing in the recent entry suggests development resumed more broadly — it is a targeted fix release, not a return to cadence.
◆ Prediction
These entries give no basis for expecting feature work to resume; the realistic expectation is that the next release, whenever it comes, is again driven by an external security report or a dependency that stops installing.
Alternatives to Apache Cloudberry and Shynet
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 Shynet.
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.
Usermaven
Usermaven is rebuilding analytics around Maven AI agents that report without being asked.
See all Apache Cloudberry alternatives → · See all Shynet alternatives →
Recent activity from Apache Cloudberry and Shynet
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 14h agoApache CloudberryApache Cloudberry 2.2.0 final release
- 14d agoApache CloudberryApache Cloudberry 2.2.0 third release candidate
- 27d 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
- 7mo agoShynetSecurity and dependency updates
- 3y agoShynetFix Cython/crypto build issues
- 3y agoShynetStability and performance improvements
- 5y agoShynetBug fixes and reliability improvements
- 5y agoShynetDashboard improvements, bug fixes, and upstream security improvements
- 5y agoShynetDeploy using GitHub actions
Frequently asked questions
What is the difference between Apache Cloudberry and Shynet?
They serve adjacent needs but don't currently overlap on shipped themes. Apache Cloudberry is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 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 Apache Cloudberry better than Shynet?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Apache Cloudberry is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 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 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 Shynet?
Top Shynet alternatives in Analytics are ranked by recent ship velocity. Browse the "Shynet alternatives" section above for the current picks, or visit /alternatives/shynet for the full list with editorial commentary on each.