ANALYTICS
Fulcrum turns on Insights, its AI assistant for field data, for every customer.
Alternatives · analytics tools
Apache Kylin alternatives
The best Apache Kylin alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Oct 31, 2026
Looking for the best alternatives to Apache Kylin? 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 Kylin 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 Apache Kylin
Kylin ships once a year with empty release notes and a native engine nobody is being told about.
Apache Kylin's release stream is close to silent. Four of the six most recent tags carry nothing but the Maven release plugin's own commit message, and 5.0.4 in July 2026 arrived ten months after 5.0.3 with no notes at all. The last release that documented anything was 5.0.2 in April 2025, covering internal-table caching, partition-aware file merging and Gluten jar loading order.
Velocity 2.5 · Last update 3mo ago
Top 12 alternatives to Apache Kylin
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.
Apache Kylin 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 Kylin (baseline) | 2.5 | 0 | olapglutennative-execution | Apache Kylin 5.0.0 |
| 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 Apache Kylin 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 Apache Kylin leans on olap, gluten and native execution, Fulcrum focuses on field data collection, ai assistant and mobile.
Fulcrum and Apache Kylin 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 Apache Kylin 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 Kylin leans on olap, gluten and native execution, Holistics focuses on business intelligence, semantic layer and dashboards.
Holistics and Apache Kylin 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 Kylin 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 Apache Kylin'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 Kylin leans on olap, gluten and native execution, Lightdash focuses on business intelligence, semantic layer and ai agents.
Over the last 30 days Lightdash has been shipping faster than Apache Kylin — a point in its favour if release momentum matters to you.
Full Lightdash trajectory → · Compare Apache Kylin 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 Apache Kylin leans on olap, gluten and native execution, OpenCTI focuses on threat intelligence, ingestion health and custom views.
OpenCTI and Apache Kylin 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 Apache Kylin 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 Apache Kylin leans on olap, gluten and native execution, HyperDX focuses on observability, clickhouse and opentelemetry.
HyperDX and Apache Kylin 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 Apache Kylin 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 Apache Kylin leans on olap, gluten and native execution, Countly focuses on product analytics, self hosted and security patches.
Countly and Apache Kylin 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 Kylin 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 Apache Kylin leans on olap, gluten and native execution, Basedash focuses on business intelligence, ai analytics and automations.
Basedash and Apache Kylin 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 Kylin 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 Apache Kylin leans on olap, gluten and native execution, OpenPanel focuses on product analytics, open source and self hosted.
OpenPanel and Apache Kylin 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 Kylin 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 Apache Kylin leans on olap, gluten and native execution, Keboola focuses on data platform, mcp and governance.
Keboola and Apache Kylin 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 Kylin 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 Apache Kylin leans on olap, gluten and native execution, ChartMogul focuses on saas analytics, mrr and data quality.
ChartMogul and Apache Kylin 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 Apache Kylin 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 Apache Kylin leans on olap, gluten and native execution, OpenReplay focuses on session replay, self hosted and go.
OpenReplay and Apache Kylin 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 Kylin 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 Apache Kylin leans on olap, gluten and native execution, NocoDB focuses on mcp, no code database and agent governance.
NocoDB and Apache Kylin have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Frequently asked questions
What are the best alternatives to Apache Kylin?
The top Apache Kylin alternatives we currently track in analytics tools are Fulcrum, Holistics, Lightdash, OpenCTI, HyperDX, ranked by recent ship velocity.
How is this list of Apache Kylin alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Apache Kylin directly with one of these alternatives?
Yes — every card has a "Compare with Apache Kylin" link to a side-by-side /compare page.