ANALYTICS
Fulcrum turns on Insights, its AI assistant for field data, for every customer.
Alternatives · analytics tools
OpenSearch Dashboards alternatives
The best OpenSearch Dashboards alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Oct 29, 2026
Looking for the best alternatives to OpenSearch Dashboards? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, OpenSearch Dashboards 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 OpenSearch Dashboards
Four commits in thirteen months: this feed samples OpenSearch Dashboards, it doesn't cover it.
The feed carries release-branch commits rather than release notes, so the visible record is four entries spanning July 2025 to July 2026. The most recent is a bot cherry-pick adding the 3.8.0 release-notes file, with no notes in the body. Behind it, the 2.19 maintenance line shows Vega CVE patching and a vega-lite revert — visualization dependency churn is the only substantive thread captured here.
Velocity 2.5 · Last update 2mo ago
Top 12 alternatives to OpenSearch Dashboards
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.
OpenSearch Dashboards 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 |
|---|---|---|---|---|
| OpenSearch Dashboards (baseline) | 2.5 | 0 | search-analyticsmaintenance-releasessecurity-patches | — |
| 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 OpenSearch Dashboards 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 OpenSearch Dashboards'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 OpenSearch Dashboards leans on search analytics, maintenance releases and security patches, Fulcrum focuses on field data collection, ai assistant and mobile.
Over the last 30 days Fulcrum has been shipping faster than OpenSearch Dashboards — a point in its favour if release momentum matters to you.
Full Fulcrum trajectory → · Compare OpenSearch Dashboards 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 OpenSearch Dashboards leans on search analytics, maintenance releases and security patches, Holistics focuses on business intelligence, semantic layer and dashboards.
Holistics and OpenSearch Dashboards 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 OpenSearch Dashboards 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 OpenSearch Dashboards leans on search analytics, maintenance releases and security patches, NocoDB focuses on mcp, no code database and workflow automation.
NocoDB and OpenSearch Dashboards 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 OpenSearch Dashboards 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 OpenSearch Dashboards'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 OpenSearch Dashboards leans on search analytics, maintenance releases and security patches, Lightdash focuses on business intelligence, semantic layer and ai agents.
Over the last 30 days Lightdash has been shipping faster than OpenSearch Dashboards — a point in its favour if release momentum matters to you.
Full Lightdash trajectory → · Compare OpenSearch Dashboards 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 OpenSearch Dashboards leans on search analytics, maintenance releases and security patches, dbt Core focuses on fusion migration, v2 transition and semantic layer.
dbt Core and OpenSearch Dashboards 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 OpenSearch Dashboards 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 OpenSearch Dashboards leans on search analytics, maintenance releases and security patches, RStudio focuses on ide, r language and release train.
RStudio and OpenSearch Dashboards 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 OpenSearch Dashboards 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 OpenSearch Dashboards leans on search analytics, maintenance releases and security patches, OpenReplay focuses on session replay, self hosted and go.
OpenReplay and OpenSearch Dashboards 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 OpenSearch Dashboards 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 OpenSearch Dashboards leans on search analytics, maintenance releases and security patches, Basedash focuses on business intelligence, ai analytics and automations.
Basedash and OpenSearch Dashboards 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 OpenSearch Dashboards 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 OpenSearch Dashboards leans on search analytics, maintenance releases and security patches, OpenPanel focuses on product analytics, open source and self hosted.
OpenPanel and OpenSearch Dashboards 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 OpenSearch Dashboards 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 OpenSearch Dashboards leans on search analytics, maintenance releases and security patches, OpenHouse focuses on data lakehouse, iceberg and table catalog.
OpenHouse and OpenSearch Dashboards 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 OpenSearch Dashboards 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 OpenSearch Dashboards leans on search analytics, maintenance releases and security patches, Countly focuses on product analytics, self hosted and security patches.
Countly and OpenSearch Dashboards 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 OpenSearch Dashboards 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 OpenSearch Dashboards leans on search analytics, maintenance releases and security patches, Keboola focuses on data platform, mcp and ai assistant.
Keboola and OpenSearch Dashboards 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 OpenSearch Dashboards vs Keboola →
Frequently asked questions
What are the best alternatives to OpenSearch Dashboards?
The top OpenSearch Dashboards alternatives we currently track in analytics tools are Fulcrum, Holistics, NocoDB, Lightdash, dbt Core, ranked by recent ship velocity.
How is this list of OpenSearch Dashboards alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare OpenSearch Dashboards directly with one of these alternatives?
Yes — every card has a "Compare with OpenSearch Dashboards" link to a side-by-side /compare page.