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Comparison · Analytics
Apache Kylin vs HyperDX
A side-by-side editorial comparison of Apache Kylin and HyperDX — release velocity, themes, recent moves, and the top alternatives to consider.
Apache Kylin vs HyperDX: 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 HyperDX?
HyperDX 2.43 replays sessions from OpenTelemetry browser SDKs and routes alerts by tag.
HyperDX 2.43 lists and plays session replays from OpenTelemetry browser SDKs that send session.id, showing clicks, navigations, console output and exceptions. Alert tags now reach Generic and incident.io webhook bodies, so one shared webhook can route by owning team. The all-in-one image and Compose files pin ClickHouse to 26.8.36.3 for a security fix, following 2.42's CLI dashboard authoring and PromQL tile support.
Apache Kylin vs HyperDX: 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.
HyperDX
5.0ANALYTICS
HyperDX 2.43 replays sessions from OpenTelemetry browser SDKs and routes alerts by tag.
◆ Current state
HyperDX 2.43 lists and plays session replays from OpenTelemetry browser SDKs that send session.id, showing clicks, navigations, console output and exceptions. Alert tags now reach Generic and incident.io webhook bodies, so one shared webhook can route by owning team. The all-in-one image and Compose files pin ClickHouse to 26.8.36.3 for a security fix, following 2.42's CLI dashboard authoring and PromQL tile support.
◆ Where it's heading
HyperDX is making dashboards and alerts manageable outside the UI, through the CLI, the API and MCP tools, while PromQL becomes a full citizen next to ClickHouse logs and traces. Session replay from standard OpenTelemetry SDKs extends the same openness to the browser, reducing reliance on a vendor SDK.
◆ Prediction
Expect session replay to gain more OpenTelemetry browser event types, and alert tags to reach further webhook templates.
Alternatives to Apache Kylin and HyperDX
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 HyperDX.
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 HyperDX alternatives →
Recent activity from Apache Kylin and HyperDX
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoHyperDXHyperDX 2.43: OTel session replay, alert tags in webhooks
- 1d agoHyperDXHyperDX common-utils 0.33.0 shared package release
- 1d agoHyperDXHyperDX API 2.43: alert tags and pinned ClickHouse
- 7d agoHyperDXHyperDX CLI 0.8 adds dashboard and saved-search authoring
- 7d agoHyperDXHyperDX collector 2.42: HTTPS remote-write, quieter JSON parsing
- 7d agoHyperDX@hyperdx/[email protected]
- 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 HyperDX?
They serve adjacent needs but don't currently overlap on shipped themes. HyperDX 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 HyperDX?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. HyperDX 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 HyperDX?
Top HyperDX alternatives in Analytics are ranked by recent ship velocity. Browse the "HyperDX alternatives" section above for the current picks, or visit /alternatives/hyperdx for the full list with editorial commentary on each.