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 31, 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
Lightdash opens AI-built chart types to every cloud user, through the app or MCP.
ANALYTICS
OpenCTI imports custom views from Hub and lays the groundwork for ingestion health.
ANALYTICS
HyperDX 2.43 replays sessions from OpenTelemetry browser SDKs and routes alerts by tag.
ANALYTICS
Countly backports its token rules to 24.05 and moves that branch to Node 22.
ANALYTICS
Basedash automations can now attach scheduled CSV exports to Slack and email.
ANALYTICS
OpenPanel reaches 3.18.2 with six more note-free builds and an SDK patch.
ANALYTICS
Keboola turns on Branched Storage for all stacks from November 2.
ANALYTICS
ChartMogul's MRRaudit goes after its own core problem: MRR figures that don't reconcile.
ANALYTICS
OpenReplay's pgx v5 move reaches 1.22, then needs a password-escaping fix on three lines.
ANALYTICS
NocoDB 2026.10.1 fits classic apps to phones and puts rate limits on MCP.
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 | 0 | field data collectionai assistantmobile | — |
| Holistics | 6.3 | 0 | business intelligencesemantic layerdashboards | — |
| Lightdash | 6.3 | 1 | business intelligencesemantic layerai agents | 🎓 Teach your AI agents reusable skills |
| OpenCTI | 5.0 | 0 | threat-intelligenceingestion-healthcustom-views | — |
| HyperDX | 5.0 | 0 | observabilityclickhouseopentelemetry | — |
| Countly | 5.0 | 0 | product-analyticsself-hostedsecurity-patches | — |
| Basedash | 5.0 | 0 | business-intelligenceai-analyticsautomations | — |
| OpenPanel | 5.0 | 0 | product-analyticsopen-sourceself-hosted | — |
| Keboola | 5.0 | 0 | data-platformmcpgovernance | — |
| ChartMogul | 5.0 | 0 | saas-analyticsmrrdata-quality | — |
| OpenReplay | 5.0 | 0 | session replayself-hostedgo | — |
| NocoDB | 5.0 | 0 | mcpno-code databaseagent governance | 2026.09.1 : MCP for Your Whole Account |
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.
Its velocity score of 6.3/10 reflects 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.
Fulcrum 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 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. 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 →
4. OpenCTI · velocity 5.0
OpenCTI imports custom views from Hub and lays the groundwork for ingestion health.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where OpenSearch Dashboards leans on search analytics, maintenance releases and security patches, OpenCTI focuses on threat intelligence, ingestion health and custom views.
OpenCTI 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 OpenCTI trajectory → · Compare OpenSearch Dashboards vs OpenCTI →
5. HyperDX · velocity 5.0
HyperDX 2.43 replays sessions from OpenTelemetry browser SDKs and routes alerts by tag.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where OpenSearch Dashboards leans on search analytics, maintenance releases and security patches, HyperDX focuses on observability, clickhouse and opentelemetry.
HyperDX 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 HyperDX trajectory → · Compare OpenSearch Dashboards vs HyperDX →
6. Countly · velocity 5.0
Countly backports its token rules to 24.05 and moves that branch to Node 22.
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 →
7. 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 →
8. OpenPanel · velocity 5.0
OpenPanel reaches 3.18.2 with six more note-free builds and an SDK 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, 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 →
9. Keboola · velocity 5.0
Keboola turns on Branched Storage for all stacks from November 2.
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 governance.
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 →
10. ChartMogul · velocity 5.0
ChartMogul's MRRaudit goes after its own core problem: MRR figures that don't reconcile.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where OpenSearch Dashboards leans on search analytics, maintenance releases and security patches, ChartMogul focuses on saas analytics, mrr and data quality.
ChartMogul 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 ChartMogul trajectory → · Compare OpenSearch Dashboards vs ChartMogul →
11. OpenReplay · velocity 5.0
OpenReplay's pgx v5 move reaches 1.22, then needs a password-escaping fix on three lines.
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 →
12. NocoDB · velocity 5.0
NocoDB 2026.10.1 fits classic apps to phones and puts rate limits on MCP.
Its velocity score of 5.0/10 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 agent governance.
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 →
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, Lightdash, OpenCTI, HyperDX, 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.