HyperDX
HyperDX 2.43 replays sessions from OpenTelemetry browser SDKs and routes alerts by tag.
Comparison · Analytics
Apache Kylin vs OpenCTI
A side-by-side editorial comparison of Apache Kylin and OpenCTI — release velocity, themes, recent moves, and the top alternatives to consider.
Apache Kylin vs OpenCTI: at a glance
What is 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.
What is OpenCTI?
OpenCTI imports custom views from Hub and lays the groundwork for ingestion health.
OpenCTI keeps a weekly-or-faster release cadence. 7.261030.0 adds Hub import to custom views, manual updates to security coverage results, configurable date and time display in tables, and export and bootstrap import of configuration bundles. It also restricts custom-field definitions to Enterprise Edition and fixes Priority Intelligence Requirement access restrictions that were not enforced for organization-scoped users. 7.261030.1 stops low-confidence enrichment from disturbing indicator lifecycle metadata.
Apache Kylin vs OpenCTI: editorial side-by-side
Apache Kylin
2.5ANALYTICS
Kylin ships once a year with empty release notes and a native engine nobody is being told about.
◆ Current state
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.
◆ Where it's heading
The substance is in 5.0.0 and its follow-ups: Gluten with a ClickHouse backend as a native execution engine, internal tables, streaming and fusion models. That is a real architectural bet on native vectorised execution, but the project is not communicating it — releases ship as bare tags, and the gap between 5.0.3 and 5.0.4 suggests development has thinned to a trickle. For anyone tracking Kylin from the outside, the release feed is effectively no signal.
◆ Prediction
The entries do not support a confident call on what ships next; with untitled tags roughly annually, the useful signal about Kylin's direction will come from JIRA and the mailing list rather than from releases.
OpenCTI
5.0ANALYTICS
OpenCTI imports custom views from Hub and lays the groundwork for ingestion health.
◆ Current state
OpenCTI keeps a weekly-or-faster release cadence. 7.261030.0 adds Hub import to custom views, manual updates to security coverage results, configurable date and time display in tables, and export and bootstrap import of configuration bundles. It also restricts custom-field definitions to Enterprise Edition and fixes Priority Intelligence Requirement access restrictions that were not enforced for organization-scoped users. 7.261030.1 stops low-confidence enrichment from disturbing indicator lifecycle metadata.
◆ Where it's heading
After two weeks spent on dashboards and the knowledge graph, attention is turning to platform administration: configuration presets, Hub-distributed views, connector forms and ingestion health, which is being built behind a feature flag. Custom fields now sit on the Enterprise side of the line, so new data-model flexibility is being used as a paid differentiator. Access-control fixes keep appearing, which suggests organization segregation is still being hardened.
◆ Prediction
Expect ingestion health to leave its feature flag in a coming weekly, with email notifications already in place. The entries do not indicate when a new LTS line will be cut.
Alternatives to Apache Kylin and OpenCTI
Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Apache Kylin or OpenCTI.
Countly
Countly backports its token rules to 24.05 and moves that branch to Node 22.
Basedash
Basedash automations can now attach scheduled CSV exports to Slack and email.
OpenPanel
OpenPanel reaches 3.18.2 with six more note-free builds and an SDK patch.
Keboola
Keboola turns on Branched Storage for all stacks from November 2.
ChartMogul
ChartMogul's MRRaudit goes after its own core problem: MRR figures that don't reconcile.
See all Apache Kylin alternatives → · See all OpenCTI alternatives →
Recent activity from Apache Kylin and OpenCTI
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoOpenCTIOpenCTI 7.261030.1: indicator lifecycle kept on low-confidence upsert
- 1d agoOpenCTIOpenCTI 7.261030.0: Hub import for views, manual coverage updates
- 5d agoOpenCTIOpenCTI 7.261026.0: bulk-update and dashboard access fixes
- 8d agoOpenCTIOpenCTI 7.261023.1: saved-filter switching fix
- 8d agoOpenCTIOpenCTI 7.261023.0: keyboard graph control, grouping, SVG export
- 10d agoOpenCTIOpenCTI 7.261021.1: XTM One outputs in Ask Ariane, graph refresh
- 3mo agoApache Kylin5.0.4 tagged with no release notes
- 1y agoApache Kylin5.0.3 tagged with no release notes
- 1y agoApache KylinInternal table caching, partition file merging, Gluten fixes
- 2y agoApache KylinApache Kylin 5.0.0 ⚡
- 2y agoApache KylinStreaming function fix
- 2y agoApache Kylin4.0.5 tagged on the legacy line
Frequently asked questions
What is the difference between Apache Kylin and OpenCTI?
They serve adjacent needs but don't currently overlap on shipped themes. OpenCTI is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Apache Kylin better than OpenCTI?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. OpenCTI is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to Apache Kylin?
Top Apache Kylin alternatives in Analytics are ranked by recent ship velocity. Browse the "Apache Kylin alternatives" section above for the current picks, or visit /alternatives/apache-kylin for the full list with editorial commentary on each.
What are the best alternatives to OpenCTI?
Top OpenCTI alternatives in Analytics are ranked by recent ship velocity. Browse the "OpenCTI alternatives" section above for the current picks, or visit /alternatives/opencti for the full list with editorial commentary on each.