ANALYTICS
Three releases in three weeks moved ApexCharts from free library to gated open-core.
Alternatives · analytics tools
Apache Cloudberry alternatives
The best Apache Cloudberry alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Aug 11, 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 0.0 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
An MPP warehouse fork grinding through ASF incubation, one release candidate at a time
Apache Cloudberry is a Greenplum-derived MPP data warehouse working through Apache incubation. Its release feed is procedural rather than editorial: each version ships as a tag with download links, checksum instructions and a contributor roll, while the actual changelog lives off-site on cloudberry.apache.org. The 2.1.0-incubating release in May 2026 is the most recent general release, preceded by two release candidates.
Velocity 0.0 · Last update 1h 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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The Rust rewrite crosses from alpha to beta, and it can now bind SQL without touching the warehouse.
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Hex is moving its agent out of the notebook and onto programmable surfaces.
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Parseable's 3.0 turns a log store into a logs, metrics, traces and APM console.
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Storm 3.0 finishes removing the Clojure it was built in, and moves to a Java 21 baseline.
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Axiom is rebuilding observability so an AI agent, not a human, can be the first user.
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Basedash is turning its AI analyst into an API other products build on.
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Dagster's declarative automation grows past assets while the UI is rebuilt for scale.
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LinkedIn's Iceberg control plane, shipping one pull request per release.
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Mimir's feed is mostly Helm automation; the real work is inside the query engine.
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Superset's feed tracks Helm chart tags, so the BI product itself stays invisible here.
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Superset's tracked feed is a Helm chart tag stream with no notes attached.
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) | 0.0 | 0 | mpp-warehouseapache-incubatorrelease-engineering | — |
| ApexCharts | 10.0 | 3 | open-corelicensingcharting | Sunburst charts arrive; premium features now need an entitled plan |
| dbt Core | 7.5 | 2 | dbt-fusionrust-rewritestatic-analysis | dbt Fusion 2.0 reaches first beta with catalog-free SQL binding |
| Hex | 6.3 | 1 | agentsclimcp | Hex Agent becomes callable from the CLI and API |
| Parseable | 6.3 | 1 | observabilitypromqlopentelemetry | Parseable 3.0 adds PromQL alerts, APM and dashboard templates |
| Apache Storm | 6.3 | 1 | stream-processingmodernizationsecurity | Storm 3.0 drops Clojure entirely and moves to Java 21 |
| Axiom | 6.3 | 1 | observabilityagent-nativemcp | Agent-created orgs, richer charts, sharper queries |
| Basedash | 6.3 | 1 | embedded analyticsapi platformai analyst | Introducing the Basedash developer platform |
| Dagster | 6.3 | 1 | declarative-automationasset-orchestrationui-scale | Declarative Automation can now launch jobs (preview) |
| OpenHouse | 5.0 | 0 | icebergdata-lakehousetable-metadata | — |
| Grafana Mimir | 5.0 | 0 | query-enginepromqlnative-histograms | — |
| Apache Superset | 5.0 | 0 | helm-chartpackagingdeployment | — |
| Apache Superset | 5.0 | 0 | helmpackagingdeployment | — |
The 12 best Apache Cloudberry alternatives, in depth
1. ApexCharts · velocity 10.0
Three releases in three weeks moved ApexCharts from free library to gated open-core.
Over the last 30 days ApexCharts shipped 3 meaningful updates vs Apache Cloudberry's 0, most recently “Sunburst charts arrive; premium features now need an entitled plan”. Its velocity score of 10.0/10 blends that with longer-term release cadence.
Where Apache Cloudberry leans on mpp warehouse, apache incubator and release engineering, ApexCharts focuses on open core, licensing and charting.
Over the last 30 days ApexCharts has been shipping faster than Apache Cloudberry — a point in its favour if release momentum matters to you.
Full ApexCharts trajectory → · Compare Apache Cloudberry vs ApexCharts →
2. dbt Core · velocity 7.5
The Rust rewrite crosses from alpha to beta, and it can now bind SQL without touching the warehouse.
Over the last 30 days dbt Core shipped 2 meaningful updates vs Apache Cloudberry's 0, most recently “dbt Fusion 2.0 reaches first beta with catalog-free SQL binding”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Apache Cloudberry leans on mpp warehouse, apache incubator and release engineering, dbt Core focuses on dbt fusion, rust rewrite and static analysis.
Over the last 30 days dbt Core has been shipping faster than Apache Cloudberry — a point in its favour if release momentum matters to you.
Full dbt Core trajectory → · Compare Apache Cloudberry vs dbt Core →
3. Hex · velocity 6.3
Hex is moving its agent out of the notebook and onto programmable surfaces.
Over the last 30 days Hex shipped 1 meaningful update vs Apache Cloudberry's 0, most recently “Hex Agent becomes callable from the CLI and API”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache Cloudberry leans on mpp warehouse, apache incubator and release engineering, Hex focuses on agents, cli and mcp.
Over the last 30 days Hex has been shipping faster than Apache Cloudberry — a point in its favour if release momentum matters to you.
4. Parseable · velocity 6.3
Parseable's 3.0 turns a log store into a logs, metrics, traces and APM console.
Over the last 30 days Parseable shipped 1 meaningful update vs Apache Cloudberry's 0, most recently “Parseable 3.0 adds PromQL alerts, APM and dashboard templates”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache Cloudberry leans on mpp warehouse, apache incubator and release engineering, Parseable focuses on observability, promql and opentelemetry.
Over the last 30 days Parseable has been shipping faster than Apache Cloudberry — a point in its favour if release momentum matters to you.
Full Parseable trajectory → · Compare Apache Cloudberry vs Parseable →
5. Apache Storm · velocity 6.3
Storm 3.0 finishes removing the Clojure it was built in, and moves to a Java 21 baseline.
Over the last 30 days Apache Storm shipped 1 meaningful update vs Apache Cloudberry's 0, most recently “Storm 3.0 drops Clojure entirely and moves to Java 21”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache Cloudberry leans on mpp warehouse, apache incubator and release engineering, Apache Storm focuses on stream processing, modernization and security.
Over the last 30 days Apache Storm has been shipping faster than Apache Cloudberry — a point in its favour if release momentum matters to you.
Full Apache Storm trajectory → · Compare Apache Cloudberry vs Apache Storm →
6. Axiom · velocity 6.3
Axiom is rebuilding observability so an AI agent, not a human, can be the first user.
Over the last 30 days Axiom shipped 1 meaningful update vs Apache Cloudberry's 0, most recently “Agent-created orgs, richer charts, sharper queries”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache Cloudberry leans on mpp warehouse, apache incubator and release engineering, Axiom focuses on observability, agent native and mcp.
Over the last 30 days Axiom has been shipping faster than Apache Cloudberry — a point in its favour if release momentum matters to you.
Full Axiom trajectory → · Compare Apache Cloudberry vs Axiom →
7. Basedash · velocity 6.3
Basedash is turning its AI analyst into an API other products build on.
Over the last 30 days Basedash shipped 1 meaningful update vs Apache Cloudberry's 0, most recently “Introducing the Basedash developer platform”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache Cloudberry leans on mpp warehouse, apache incubator and release engineering, Basedash focuses on embedded analytics, api platform and ai analyst.
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 →
8. Dagster · velocity 6.3
Dagster's declarative automation grows past assets while the UI is rebuilt for scale.
Over the last 30 days Dagster shipped 1 meaningful update vs Apache Cloudberry's 0, most recently “Declarative Automation can now launch jobs (preview)”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache Cloudberry leans on mpp warehouse, apache incubator and release engineering, Dagster focuses on declarative automation, asset orchestration and ui scale.
Over the last 30 days Dagster has been shipping faster than Apache Cloudberry — a point in its favour if release momentum matters to you.
Full Dagster trajectory → · Compare Apache Cloudberry vs Dagster →
9. OpenHouse · velocity 5.0
LinkedIn's Iceberg control plane, shipping one pull request per release.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Cloudberry leans on mpp warehouse, apache incubator and release engineering, OpenHouse focuses on iceberg, data lakehouse and table metadata.
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 →
10. Grafana Mimir · velocity 5.0
Mimir's feed is mostly Helm automation; the real work is inside the query engine.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Cloudberry leans on mpp warehouse, apache incubator and release engineering, Grafana Mimir focuses on query engine, promql and native histograms.
Grafana Mimir 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 Grafana Mimir trajectory → · Compare Apache Cloudberry vs Grafana Mimir →
11. Apache Superset · velocity 5.0
Superset's feed tracks Helm chart tags, so the BI product itself stays invisible here.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Cloudberry leans on mpp warehouse, apache incubator and release engineering, Apache Superset focuses on helm chart, packaging and deployment.
Apache Superset 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 Apache Superset trajectory → · Compare Apache Cloudberry vs Apache Superset →
12. Apache Superset · velocity 5.0
Superset's tracked feed is a Helm chart tag stream with no notes attached.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Apache Cloudberry leans on mpp warehouse, apache incubator and release engineering, Apache Superset focuses on helm, packaging and deployment.
Apache Superset 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 Apache Superset trajectory → · Compare Apache Cloudberry vs Apache Superset →
Frequently asked questions
What are the best alternatives to Apache Cloudberry?
The top Apache Cloudberry alternatives we currently track in analytics tools are ApexCharts, dbt Core, Hex, Parseable, Apache Storm, 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.