ANALYTICS
Fulcrum turns on Insights, its AI assistant for field data, for every customer.
Alternatives · analytics tools
Apache Superset alternatives
The best Apache Superset alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Oct 29, 2026
Looking for the best alternatives to Apache Superset? 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 Superset shipped 0 meaningful updates in the last 30 days and carries a velocity score of 5.0 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 Superset
Superset's public release feed is now only Helm chart bumps; the app's own changelog is elsewhere.
The last ten entries on this feed are consecutive Helm chart tags, 0.20.0 through 0.22.6, spanning about a month. Each carries only the repository's one-line boilerplate description — no release notes, no changed chart values, no indication of what moved. Nothing in this window describes a change to Superset the application.
Velocity 5.0 · Last update 2mo ago
Top 12 alternatives to Apache Superset
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
Holistics lets admins put a key dashboard on everyone's Home page.
ANALYTICS
NocoDB lets MCP clients connect by signing in and adds workflow run playback in 2026.10.0.
ANALYTICS
Lightdash opens AI-built chart types to every cloud user, through the app or MCP.
ANALYTICS
dbt's 1.x releases now point users at v2 straight from the command line.
ANALYTICS
RStudio's first October patch is a branch merge, extending a long run of release-train upkeep.
ANALYTICS
OpenReplay moves its Go backend to pgx v5 and patches vulnerable deps across 1.25–1.27.
ANALYTICS
Basedash automations can now attach scheduled CSV exports to Slack and email.
ANALYTICS
OpenPanel tags three more note-free builds in one evening, reaching 3.16.4.
ANALYTICS
OpenHouse locks down its column-defaults capability flag as default values near completion.
ANALYTICS
Countly 25.03.58 tightens API tokens, sessions and login lockouts in one security patch.
ANALYTICS
Keboola adds dark mode while it tightens the MCP server and retires idle workspaces.
Apache Superset 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 Superset (baseline) | 5.0 | 0 | helm-chartpackagingdeployment | — |
| 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 Superset 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 Superset'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 Superset leans on helm chart, packaging and deployment, Fulcrum focuses on field data collection, ai assistant and mobile.
Over the last 30 days Fulcrum has been shipping faster than Apache Superset — a point in its favour if release momentum matters to you.
Full Fulcrum trajectory → · Compare Apache Superset 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 Superset leans on helm chart, packaging and deployment, Holistics focuses on business intelligence, semantic layer and dashboards.
Holistics and Apache Superset 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 Superset 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 Superset leans on helm chart, packaging and deployment, NocoDB focuses on mcp, no code database and workflow automation.
NocoDB and Apache Superset 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 Superset 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 Superset'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 Superset leans on helm chart, packaging and deployment, Lightdash focuses on business intelligence, semantic layer and ai agents.
Over the last 30 days Lightdash has been shipping faster than Apache Superset — a point in its favour if release momentum matters to you.
Full Lightdash trajectory → · Compare Apache Superset 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 Superset leans on helm chart, packaging and deployment, dbt Core focuses on fusion migration, v2 transition and semantic layer.
dbt Core and Apache Superset 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 Superset 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 Superset leans on helm chart, packaging and deployment, RStudio focuses on ide, r language and release train.
RStudio and Apache Superset 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 Superset 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 Superset leans on helm chart, packaging and deployment, OpenReplay focuses on session replay, self hosted and go.
OpenReplay and Apache Superset 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 Superset 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 Superset leans on helm chart, packaging and deployment, Basedash focuses on business intelligence, ai analytics and automations.
Basedash and Apache Superset 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 Superset 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 Superset leans on helm chart, packaging and deployment, OpenPanel focuses on product analytics, open source and self hosted.
OpenPanel and Apache Superset 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 Superset 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 Superset leans on helm chart, packaging and deployment, OpenHouse focuses on data lakehouse, iceberg and table catalog.
OpenHouse and Apache Superset 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 Superset 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 Superset leans on helm chart, packaging and deployment, Countly focuses on product analytics, self hosted and security patches.
Countly and Apache Superset 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 Superset 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 Superset leans on helm chart, packaging and deployment, Keboola focuses on data platform, mcp and ai assistant.
Keboola and Apache Superset 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 Superset vs Keboola →
Frequently asked questions
What are the best alternatives to Apache Superset?
The top Apache Superset 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 Superset alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Apache Superset directly with one of these alternatives?
Yes — every card has a "Compare with Apache Superset" link to a side-by-side /compare page.