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Alternatives · analytics tools
Apache Cloudberry alternatives
The best Apache Cloudberry alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Sep 16, 2026
Looking for the best alternatives to Apache Cloudberry? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, Apache Cloudberry shipped 0 meaningful updates in the last 30 days and carries a velocity score of 2.5 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About 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.
Velocity 2.5 · Last update 12d ago
Top 12 alternatives to Apache Cloudberry
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
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Holistics builds AI governance and docs-as-analytics in parallel, shipping both weekly
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Lightdash is cutting its dbt dependency and building AI-powered authoring into every layer of its BI stack.
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Keboola's Kai AI assistant hits GA, completing the pivot from data platform to AI-native pipeline orchestration layer.
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AgencyAnalytics adds autonomous AI client profiling and historical AI citation tracking — two moves that redefine what the platform can do for agencies.
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Neo4j's Virtual Graph lets you run Cypher against Snowflake and BigQuery without moving any data.
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Fulcrum ships MCP server and AI Toolkit to let AI assistants build and query field data forms
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dbt 2.0 enters final RC with beta Snowflake interactive_table materialization and full ClickHouse MV support.
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OpenHouse breaks ground on Iceberg views while tightening storage lifecycle and authorization
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Omni's Apps reach general availability, completing its embedded analytics platform pitch.
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OpenCTI ships FIPS-validated base images and a new vulnerability data model, targeting enterprise and government deployments.
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OpenObserve ships v1.0 GA with AI Observability as its defining new surface
Apache Cloudberry vs alternatives — shipping velocity at a glance
Velocity score (0–10) and meaningful releases shipped in the last 30 days, from official changelogs. Higher = shipping faster.
| Product | Velocity | Sparks · 30d | Focus areas | Latest release |
|---|---|---|---|---|
| Apache Cloudberry (baseline) | 2.5 | 0 | analyticsopen-sourcempp-database | — |
| Basedash | 10.0 | 2 | ai-analyticsdata-governanceno-code-bi | Build entire dashboards straight from chat |
| Holistics | 8.8 | 2 | analyticsbiai-governance | ð Trace AI-triggered queries and jobs |
| Lightdash | 7.5 | 2 | semantic-layerdbt-independenceai-bi | 🧩 Build your own chart types |
| Keboola | 7.5 | 2 | data-platformai-agentsmcp | Kai is Now Generally Available (Multi-Tenant, Contracted Customers) |
| AgencyAnalytics | 7.5 | 2 | agency-reportingai-visibilityseo-analytics | AgencyAI starts building client context automatically |
| Neo4j | 7.5 | 1 | graph-databaseagenticdata-warehouse | Virtual Graph in Public Preview |
| Fulcrum | 6.3 | 1 | field-datamobilegis | New! Fulcrum MCP & AI Toolkit (Labs) |
| dbt Core | 6.3 | 0 | data-transformationanalytics-engineeringopen-source | — |
| OpenHouse | 6.3 | 1 | icebergdata-lakehouselinkedin | v0.5.490: Add entityType discriminator and table-scoped HTS queries (#696) |
| Omni | 6.3 | 1 | bi-analyticsembedded-analyticsai-agents | Apps Reach General Availability; Dashboard PNG Exports via MCP |
| OpenCTI | 6.3 | 0 | fips-compliancethreat-intelligenceai-analysis | — |
| OpenObserve | 6.3 | 1 | observabilityai-observabilityslo | OpenObserve v1.0: AI Observability GA, SLOs, Database Monitoring |
The 12 best Apache Cloudberry alternatives, in depth
1. Basedash · velocity 10.0
Basedash's chat builds entire dashboards now — it's crossed from question-answering into workspace creation.
Over the last 30 days Basedash shipped 2 meaningful updates vs Apache Cloudberry's 0, most recently “Build entire dashboards straight from chat”. Its velocity score of 10.0/10 blends that with longer-term release cadence.
Where Apache Cloudberry leans on analytics, open source and mpp database, Basedash focuses on ai analytics, data governance and no code bi.
Over the last 30 days Basedash has been shipping faster than Apache Cloudberry — a point in its favour if release momentum matters to you.
Full Basedash trajectory → · Compare Apache Cloudberry vs Basedash →
2. Holistics · velocity 8.8
Holistics builds AI governance and docs-as-analytics in parallel, shipping both weekly.
Over the last 30 days Holistics shipped 2 meaningful updates vs Apache Cloudberry's 0, most recently “ð Trace AI-triggered queries and jobs”. Its velocity score of 8.8/10 blends that with longer-term release cadence.
Where Apache Cloudberry leans on analytics, open source and mpp database, Holistics focuses on analytics, bi and ai governance.
Over the last 30 days Holistics has been shipping faster than Apache Cloudberry — a point in its favour if release momentum matters to you.
Full Holistics trajectory → · Compare Apache Cloudberry vs Holistics →
3. Lightdash · velocity 7.5
Lightdash is cutting its dbt dependency and building AI-powered authoring into every layer of its BI stack.
Over the last 30 days Lightdash shipped 2 meaningful updates vs Apache Cloudberry's 0, most recently “🧩 Build your own chart types”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Apache Cloudberry leans on analytics, open source and mpp database, Lightdash focuses on semantic layer, dbt independence and ai bi.
Over the last 30 days Lightdash has been shipping faster than Apache Cloudberry — a point in its favour if release momentum matters to you.
Full Lightdash trajectory → · Compare Apache Cloudberry vs Lightdash →
4. Keboola · velocity 7.5
Keboola's Kai AI assistant hits GA, completing the pivot from data platform to AI-native pipeline orchestration layer.
Over the last 30 days Keboola shipped 2 meaningful updates vs Apache Cloudberry's 0, most recently “Kai is Now Generally Available (Multi-Tenant, Contracted Customers)”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Apache Cloudberry leans on analytics, open source and mpp database, Keboola focuses on data platform, ai agents and mcp.
Over the last 30 days Keboola has been shipping faster than Apache Cloudberry — a point in its favour if release momentum matters to you.
Full Keboola trajectory → · Compare Apache Cloudberry vs Keboola →
5. AgencyAnalytics · velocity 7.5
AgencyAnalytics adds autonomous AI client profiling and historical AI citation tracking — two moves that redefine what the platform can do for agencies.
Over the last 30 days AgencyAnalytics shipped 2 meaningful updates vs Apache Cloudberry's 0, most recently “AgencyAI starts building client context automatically”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Apache Cloudberry leans on analytics, open source and mpp database, AgencyAnalytics focuses on agency reporting, ai visibility and seo analytics.
Over the last 30 days AgencyAnalytics has been shipping faster than Apache Cloudberry — a point in its favour if release momentum matters to you.
Full AgencyAnalytics trajectory → · Compare Apache Cloudberry vs AgencyAnalytics →
6. Neo4j · velocity 7.5
Neo4j's Virtual Graph lets you run Cypher against Snowflake and BigQuery without moving any data.
Over the last 30 days Neo4j shipped 1 meaningful update vs Apache Cloudberry's 0, most recently “Virtual Graph in Public Preview”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Apache Cloudberry leans on analytics, open source and mpp database, Neo4j focuses on graph database, agentic and data warehouse.
Over the last 30 days Neo4j has been shipping faster than Apache Cloudberry — a point in its favour if release momentum matters to you.
Full Neo4j trajectory → · Compare Apache Cloudberry vs Neo4j →
7. Fulcrum · velocity 6.3
Fulcrum ships MCP server and AI Toolkit to let AI assistants build and query field data forms.
Over the last 30 days Fulcrum shipped 1 meaningful update vs Apache Cloudberry's 0, most recently “New! Fulcrum MCP & AI Toolkit (Labs)”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache Cloudberry leans on analytics, open source and mpp database, Fulcrum focuses on field data, mobile and gis.
Over the last 30 days Fulcrum has been shipping faster than Apache Cloudberry — a point in its favour if release momentum matters to you.
Full Fulcrum trajectory → · Compare Apache Cloudberry vs Fulcrum →
8. dbt Core · velocity 6.3
Dbt 2.0 enters final RC with beta Snowflake interactive_table materialization and full ClickHouse MV support.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Apache Cloudberry leans on analytics, open source and mpp database, dbt Core focuses on data transformation, analytics engineering and open source.
dbt Core and Apache Cloudberry have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full dbt Core trajectory → · Compare Apache Cloudberry vs dbt Core →
9. OpenHouse · velocity 6.3
OpenHouse breaks ground on Iceberg views while tightening storage lifecycle and authorization.
Over the last 30 days OpenHouse shipped 1 meaningful update vs Apache Cloudberry's 0, most recently “v0.5.490: Add entityType discriminator and table-scoped HTS queries (#696)”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache Cloudberry leans on analytics, open source and mpp database, OpenHouse focuses on iceberg, data lakehouse and linkedin.
Over the last 30 days OpenHouse has been shipping faster than Apache Cloudberry — a point in its favour if release momentum matters to you.
Full OpenHouse trajectory → · Compare Apache Cloudberry vs OpenHouse →
10. Omni · velocity 6.3
Omni's Apps reach general availability, completing its embedded analytics platform pitch.
Over the last 30 days Omni shipped 1 meaningful update vs Apache Cloudberry's 0, most recently “Apps Reach General Availability; Dashboard PNG Exports via MCP”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache Cloudberry leans on analytics, open source and mpp database, Omni focuses on bi analytics, embedded analytics and ai agents.
Over the last 30 days Omni has been shipping faster than Apache Cloudberry — a point in its favour if release momentum matters to you.
Full Omni trajectory → · Compare Apache Cloudberry vs Omni →
11. OpenCTI · velocity 6.3
OpenCTI ships FIPS-validated base images and a new vulnerability data model, targeting enterprise and government deployments.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Apache Cloudberry leans on analytics, open source and mpp database, OpenCTI focuses on fips compliance, threat intelligence and ai analysis.
OpenCTI and Apache Cloudberry have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full OpenCTI trajectory → · Compare Apache Cloudberry vs OpenCTI →
12. OpenObserve · velocity 6.3
OpenObserve ships v1.0 GA with AI Observability as its defining new surface.
Over the last 30 days OpenObserve shipped 1 meaningful update vs Apache Cloudberry's 0, most recently “OpenObserve v1.0: AI Observability GA, SLOs, Database Monitoring”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache Cloudberry leans on analytics, open source and mpp database, OpenObserve focuses on observability, ai observability and slo.
Over the last 30 days OpenObserve has been shipping faster than Apache Cloudberry — a point in its favour if release momentum matters to you.
Full OpenObserve trajectory → · Compare Apache Cloudberry vs OpenObserve →
Frequently asked questions
What are the best alternatives to Apache Cloudberry?
The top Apache Cloudberry alternatives we currently track in analytics tools are Basedash, Holistics, Lightdash, Keboola, AgencyAnalytics, ranked by recent ship velocity.
How is this list of Apache Cloudberry alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Apache Cloudberry directly with one of these alternatives?
Yes — every card has a "Compare with Apache Cloudberry" link to a side-by-side /compare page.