Holistics
Holistics builds AI governance and docs-as-analytics in parallel, shipping both weekly
Comparison · Analytics
Apache Cloudberry vs Fulcrum
A side-by-side editorial comparison of Apache Cloudberry and Fulcrum — release velocity, themes, recent moves, and the top alternatives to consider.
Apache Cloudberry vs Fulcrum: at a glance
| Feature | Apache Cloudberry | Fulcrum |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 2.5 | 6.3 |
| Sparks · 30d | 0 | 1 |
| Top themes | analytics, open-source, mpp-database, apache-incubator | field-data, mobile, gis, ai-toolkit |
| Last editorial update | 12d ago | 1h ago |
| Website | Visit → | — |
What is Apache Cloudberry?
Apache Cloudberry advances to 2.2.0-rc1, tracking toward incubation graduation
Apache Cloudberry is an open-source MPP analytics database in the Apache Incubator, derived from the Greenplum codebase. The project has delivered two major versioned releases since entering incubation (2.0.0 in September 2025, 2.1.0 in May 2026) and has now issued a 2.2.0 first release candidate — a roughly 6-8 month release cadence with a distributed international contributor base. Governance and release processes are maturing in line with ASF requirements.
What is Fulcrum?
Fulcrum ships MCP server and AI Toolkit to let AI assistants build and query field data forms
Fulcrum is running two parallel tracks: foundational mobile stability (GPS accuracy, offline PDF, Photo FastFill across iOS and Android) and a new AI integration layer via MCP. The mobile side is a steady improvement cadence; the MCP launch is the first genuinely new capability surface the product has added in this window. Photo FastFill (AI-assisted data extraction from photos) continues to mature through early access.
Apache Cloudberry vs Fulcrum: editorial side-by-side
Apache Cloudberry
2.5ANALYTICS
Apache Cloudberry advances to 2.2.0-rc1, tracking toward incubation graduation
◆ Current state
Apache Cloudberry is an open-source MPP analytics database in the Apache Incubator, derived from the Greenplum codebase. The project has delivered two major versioned releases since entering incubation (2.0.0 in September 2025, 2.1.0 in May 2026) and has now issued a 2.2.0 first release candidate — a roughly 6-8 month release cadence with a distributed international contributor base. Governance and release processes are maturing in line with ASF requirements.
◆ Where it's heading
The project's trajectory is steady incremental release delivery combined with growing contributor counts and tightening release discipline — both are signals the project is building toward Apache graduation. The shift from weekly pre-Apache builds to properly versioned incubating releases tracks a team transitioning from a fork into a standalone governed project. No radical feature pivots are visible in the release window; the bet is on becoming the credible open-source alternative to Greenplum and cloud-native MPP databases.
◆ Prediction
A formal Apache graduation vote is the most probable next milestone as the project demonstrates release maturity; 2.2.0 GA followed by a graduation proposal would be the natural sequence if the RC clears without major issues.
Fulcrum
6.3ANALYTICS
Fulcrum ships MCP server and AI Toolkit to let AI assistants build and query field data forms
◆ Current state
Fulcrum is running two parallel tracks: foundational mobile stability (GPS accuracy, offline PDF, Photo FastFill across iOS and Android) and a new AI integration layer via MCP. The mobile side is a steady improvement cadence; the MCP launch is the first genuinely new capability surface the product has added in this window. Photo FastFill (AI-assisted data extraction from photos) continues to mature through early access.
◆ Where it's heading
The MCP + AI Toolkit launch signals that Fulcrum sees AI-assisted configuration as a primary growth vector — letting field operations teams describe a form in plain language and have an AI build it correctly. Photo FastFill and offline PDF generation via App Extensions are part of the same arc: AI-augmented data capture for field workers who may not be technically proficient. The product is incrementally offloading form-building complexity to AI.
◆ Prediction
Fulcrum will extend the MCP toolset toward reading and writing records directly, not just building forms and schema. Photo FastFill will likely exit early access with more field types supported as the extraction model improves.
Alternatives to Apache Cloudberry and Fulcrum
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 Fulcrum.
dbt Core
dbt 2.0 enters final RC with beta Snowflake interactive_table materialization and full ClickHouse MV support.
OpenHouse
OpenHouse breaks ground on Iceberg views while tightening storage lifecycle and authorization
Lightdash
Lightdash is cutting its dbt dependency and building AI-powered authoring into every layer of its BI stack.
Keboola
Keboola's Kai AI assistant hits GA, completing the pivot from data platform to AI-native pipeline orchestration layer.
Omni
Omni's Apps reach general availability, completing its embedded analytics platform pitch.
See all Apache Cloudberry alternatives → · See all Fulcrum alternatives →
Recent activity from Apache Cloudberry and Fulcrum
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 17h agoFulcrumAndroid 2609.1.0: offline PDF export and GPS disconnect notification
- 1d agoFulcrumNew! Fulcrum MCP & AI Toolkit (Labs) ⚡
- 4d agoFulcrumiOS 2609.0.1: app freeze on record load fixed
- 4d agoFulcrumWeb Sep 3-9: org creation restricted by permission; Elite plan upgrade fix
- 4d agoFulcrumAndroid 2609.0.1: crash on new record creation fixed
- 6d agoFulcrumiOS 2609.0.0: offline PDF export and Photo FastFill replace-by-default
- 13d agoApache CloudberryApache Cloudberry 2.2.0 first release candidate
- 4mo agoApache CloudberryApache Cloudberry 2.1.0 official release
- 6mo agoApache CloudberryApache Cloudberry 2.1.0 second release candidate
- 6mo agoApache CloudberryApache Cloudberry 2.1.0 first release candidate
- 1y agoApache CloudberryApache Cloudberry 2.0.0 official release
- 1y agoApache CloudberryApache Cloudberry 2.0.0 third release candidate
Frequently asked questions
What is the difference between Apache Cloudberry and Fulcrum?
They serve adjacent needs but don't currently overlap on shipped themes. Fulcrum is currently shipping more aggressively (velocity 6.3 vs 2.5), 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 Apache Cloudberry better than Fulcrum?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Fulcrum is currently shipping more aggressively (velocity 6.3 vs 2.5), 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 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 Fulcrum?
Top Fulcrum alternatives in Analytics are ranked by recent ship velocity. Browse the "Fulcrum alternatives" section above for the current picks, or visit /alternatives/fulcrum for the full list with editorial commentary on each.