ANALYTICS
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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 Oct 29, 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 1mo 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 lets admins put a key dashboard on everyone's Home page.
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NocoDB lets MCP clients connect by signing in and adds workflow run playback in 2026.10.0.
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Lightdash opens AI-built chart types to every cloud user, through the app or MCP.
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dbt's 1.x releases now point users at v2 straight from the command line.
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RStudio's first October patch is a branch merge, extending a long run of release-train upkeep.
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OpenReplay moves its Go backend to pgx v5 and patches vulnerable deps across 1.25–1.27.
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Basedash automations can now attach scheduled CSV exports to Slack and email.
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OpenPanel tags three more note-free builds in one evening, reaching 3.16.4.
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OpenHouse locks down its column-defaults capability flag as default values near completion.
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Countly 25.03.58 tightens API tokens, sessions and login lockouts in one security patch.
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Keboola adds dark mode while it tightens the MCP server and retires idle workspaces.
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 | — |
| Fulcrum | 6.3 | 1 | field data collectionai assistantmobile | Insights AI assistant opens to all customers in public beta |
| Holistics | 6.3 | 0 | business intelligencesemantic layerdashboards | — |
| NocoDB | 6.3 | 0 | mcpno-code databaseworkflow automation | 2026.09.1 : MCP for Your Whole Account |
| Lightdash | 6.3 | 1 | business intelligencesemantic layerai agents | 🎓 Teach your AI agents reusable skills |
| dbt Core | 6.3 | 0 | fusion-migrationv2-transitionsemantic-layer | dbt v2.0.0 |
| RStudio | 5.0 | 0 | ider-languagerelease-train | — |
| OpenReplay | 5.0 | 0 | session replayself-hostedgo | — |
| Basedash | 5.0 | 0 | business-intelligenceai-analyticsautomations | — |
| OpenPanel | 5.0 | 0 | product-analyticsopen-sourceself-hosted | — |
| OpenHouse | 5.0 | 0 | data lakehouseicebergtable catalog | — |
| Countly | 5.0 | 0 | product-analyticsself-hostedsecurity-patches | — |
| Keboola | 5.0 | 0 | data-platformmcpai-assistant | — |
The 12 best Apache Cloudberry alternatives, in depth
1. Fulcrum · velocity 6.3
Fulcrum turns on Insights, its AI assistant for field data, for every customer.
Over the last 30 days Fulcrum shipped 1 meaningful update vs Apache Cloudberry's 0, most recently “Insights AI assistant opens to all customers in public beta”. 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 collection, ai assistant and mobile.
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 →
2. Holistics · velocity 6.3
Holistics lets admins put a key dashboard on everyone's Home page.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Apache Cloudberry leans on analytics, open source and mpp database, Holistics focuses on business intelligence, semantic layer and dashboards.
Holistics 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 Holistics trajectory → · Compare Apache Cloudberry vs Holistics →
3. NocoDB · velocity 6.3
NocoDB lets MCP clients connect by signing in and adds workflow run playback in 2026.10.0.
Its velocity score of 6.3/10 reflects longer-term release cadence; its most recent meaningful update was “2026.09.1 : MCP for Your Whole Account”.
Where Apache Cloudberry leans on analytics, open source and mpp database, NocoDB focuses on mcp, no code database and workflow automation.
NocoDB 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 NocoDB trajectory → · Compare Apache Cloudberry vs NocoDB →
4. Lightdash · velocity 6.3
Lightdash opens AI-built chart types to every cloud user, through the app or MCP.
Over the last 30 days Lightdash shipped 1 meaningful update vs Apache Cloudberry's 0, most recently “🎓 Teach your AI agents reusable skills”. 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, Lightdash focuses on business intelligence, semantic layer and ai agents.
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 →
5. dbt Core · velocity 6.3
Dbt's 1.x releases now point users at v2 straight from the command line.
Its velocity score of 6.3/10 reflects longer-term release cadence; its most recent meaningful update was “dbt v2.0.0”.
Where Apache Cloudberry leans on analytics, open source and mpp database, dbt Core focuses on fusion migration, v2 transition and semantic layer.
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 →
6. RStudio · velocity 5.0
RStudio's first October patch is a branch merge, extending a long run of release-train upkeep.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Cloudberry leans on analytics, open source and mpp database, RStudio focuses on ide, r language and release train.
RStudio 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 RStudio trajectory → · Compare Apache Cloudberry vs RStudio →
7. OpenReplay · velocity 5.0
OpenReplay moves its Go backend to pgx v5 and patches vulnerable deps across 1.25–1.27.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Cloudberry leans on analytics, open source and mpp database, OpenReplay focuses on session replay, self hosted and go.
OpenReplay 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 OpenReplay trajectory → · Compare Apache Cloudberry vs OpenReplay →
8. Basedash · velocity 5.0
Basedash automations can now attach scheduled CSV exports to Slack and email.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Cloudberry leans on analytics, open source and mpp database, Basedash focuses on business intelligence, ai analytics and automations.
Basedash 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 Basedash trajectory → · Compare Apache Cloudberry vs Basedash →
9. OpenPanel · velocity 5.0
OpenPanel tags three more note-free builds in one evening, reaching 3.16.4.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Cloudberry leans on analytics, open source and mpp database, OpenPanel focuses on product analytics, open source and self hosted.
OpenPanel 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 OpenPanel trajectory → · Compare Apache Cloudberry vs OpenPanel →
10. OpenHouse · velocity 5.0
OpenHouse locks down its column-defaults capability flag as default values near completion.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Cloudberry leans on analytics, open source and mpp database, OpenHouse focuses on data lakehouse, iceberg and table catalog.
OpenHouse 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 OpenHouse trajectory → · Compare Apache Cloudberry vs OpenHouse →
11. Countly · velocity 5.0
Countly 25.03.58 tightens API tokens, sessions and login lockouts in one security patch.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Cloudberry leans on analytics, open source and mpp database, Countly focuses on product analytics, self hosted and security patches.
Countly 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 Countly trajectory → · Compare Apache Cloudberry vs Countly →
12. Keboola · velocity 5.0
Keboola adds dark mode while it tightens the MCP server and retires idle workspaces.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Cloudberry leans on analytics, open source and mpp database, Keboola focuses on data platform, mcp and ai assistant.
Keboola 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 Keboola trajectory → · Compare Apache Cloudberry vs Keboola →
Frequently asked questions
What are the best alternatives to Apache Cloudberry?
The top Apache Cloudberry alternatives we currently track in analytics tools are Fulcrum, Holistics, NocoDB, Lightdash, dbt Core, 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.