ANALYTICS
Fulcrum turns on Insights, its AI assistant for field data, for every customer.
Alternatives · analytics tools
Apache SeaTunnel alternatives
The best Apache SeaTunnel alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Oct 29, 2026
Looking for the best alternatives to Apache SeaTunnel? 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 SeaTunnel 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 SeaTunnel
SeaTunnel can finally split one large file across readers — and hasn't shipped since March.
The 2.3.13 release in March is by far the densest in this window: parallel splitting of large files for HDFS, local CSV/text/JSON and logical Parquet splits, CDC source schema evolution on the Flink engine, a checkpoint API with configurable minimum pause, and new connectors for DuckDB, Lance, AWS DSQL and HugeGraph. The releases before it were thinner — 2.3.12 and 2.3.11 are dominated by documentation, much of it Chinese translations of existing connector pages, and 2.3.9 and 2.3.8 are bug fix rollups.
Velocity 0.0 · Last update 2mo ago
Top 12 alternatives to Apache SeaTunnel
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 SeaTunnel 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 SeaTunnel (baseline) | 0.0 | 0 | data integrationparallel readscdc | Large files split for parallel read; CDC schema evolution on Flink |
| 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 SeaTunnel 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 SeaTunnel'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 SeaTunnel leans on data integration, parallel reads and cdc, Fulcrum focuses on field data collection, ai assistant and mobile.
Over the last 30 days Fulcrum has been shipping faster than Apache SeaTunnel — a point in its favour if release momentum matters to you.
Full Fulcrum trajectory → · Compare Apache SeaTunnel 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 SeaTunnel leans on data integration, parallel reads and cdc, Holistics focuses on business intelligence, semantic layer and dashboards.
Holistics and Apache SeaTunnel 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 SeaTunnel 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 SeaTunnel leans on data integration, parallel reads and cdc, NocoDB focuses on mcp, no code database and workflow automation.
NocoDB and Apache SeaTunnel 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 SeaTunnel 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 SeaTunnel'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 SeaTunnel leans on data integration, parallel reads and cdc, Lightdash focuses on business intelligence, semantic layer and ai agents.
Over the last 30 days Lightdash has been shipping faster than Apache SeaTunnel — a point in its favour if release momentum matters to you.
Full Lightdash trajectory → · Compare Apache SeaTunnel 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 SeaTunnel leans on data integration, parallel reads and cdc, dbt Core focuses on fusion migration, v2 transition and semantic layer.
dbt Core and Apache SeaTunnel 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 SeaTunnel 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 SeaTunnel leans on data integration, parallel reads and cdc, RStudio focuses on ide, r language and release train.
RStudio and Apache SeaTunnel 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 SeaTunnel 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 SeaTunnel leans on data integration, parallel reads and cdc, OpenReplay focuses on session replay, self hosted and go.
OpenReplay and Apache SeaTunnel 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 SeaTunnel 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 SeaTunnel leans on data integration, parallel reads and cdc, Basedash focuses on business intelligence, ai analytics and automations.
Basedash and Apache SeaTunnel 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 SeaTunnel 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 SeaTunnel leans on data integration, parallel reads and cdc, OpenPanel focuses on product analytics, open source and self hosted.
OpenPanel and Apache SeaTunnel 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 SeaTunnel 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 SeaTunnel leans on data integration, parallel reads and cdc, OpenHouse focuses on data lakehouse, iceberg and table catalog.
OpenHouse and Apache SeaTunnel 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 SeaTunnel 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 SeaTunnel leans on data integration, parallel reads and cdc, Countly focuses on product analytics, self hosted and security patches.
Countly and Apache SeaTunnel 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 SeaTunnel 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 SeaTunnel leans on data integration, parallel reads and cdc, Keboola focuses on data platform, mcp and ai assistant.
Keboola and Apache SeaTunnel 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 SeaTunnel vs Keboola →
Frequently asked questions
What are the best alternatives to Apache SeaTunnel?
The top Apache SeaTunnel 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 SeaTunnel alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Apache SeaTunnel directly with one of these alternatives?
Yes — every card has a "Compare with Apache SeaTunnel" link to a side-by-side /compare page.