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Comparison · Analytics
Apache Kylin vs ChartMogul
A side-by-side editorial comparison of Apache Kylin and ChartMogul — release velocity, themes, recent moves, and the top alternatives to consider.
Apache Kylin vs ChartMogul: 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 ChartMogul?
ChartMogul's MRRaudit goes after its own core problem: MRR figures that don't reconcile.
ChartMogul tracks MRR, churn and trial conversion for subscription businesses, with a CRM attached. On October 21 it introduced MRRaudit, a tool for explaining why MRR numbers don't match, which is the first named feature in the feed since the February Crono and January n8n integrations. The October 12 'more actionable customer data' announcement still publishes no detail, and the rest of the year has been essays.
Apache Kylin vs ChartMogul: 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.
ChartMogul
5.0ANALYTICS
ChartMogul's MRRaudit goes after its own core problem: MRR figures that don't reconcile.
◆ Current state
ChartMogul tracks MRR, churn and trial conversion for subscription businesses, with a CRM attached. On October 21 it introduced MRRaudit, a tool for explaining why MRR numbers don't match, which is the first named feature in the feed since the February Crono and January n8n integrations. The October 12 'more actionable customer data' announcement still publishes no detail, and the rest of the year has been essays.
◆ Where it's heading
After a year of integrations and thought leadership, ChartMogul is returning to the trust layer of its core metric. MRR discrepancies between billing systems, finance and dashboards are the main reason teams doubt analytics tools, so an audit view defends the base product rather than extending into CRM. Product cadence is picking up in October after a four-month gap.
◆ Prediction
Expect MRRaudit-style explanations to spread to other metrics such as churn or trial conversion. The feed gives only a title for MRRaudit, so its scope is not yet confirmed.
Alternatives to Apache Kylin and ChartMogul
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 ChartMogul.
HyperDX
HyperDX 2.43 replays sessions from OpenTelemetry browser SDKs and routes alerts by tag.
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.
See all Apache Kylin alternatives → · See all ChartMogul alternatives →
Recent activity from Apache Kylin and ChartMogul
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoChartMogulThat's a wrap on the seven-city PLG Growth Lab
- 10d agoChartMogulIntroducing MRRaudit: understand why your MRR numbers don't match
- 19d agoChartMogulChartMogul announces customer-data update; feed gives no detail
- 3mo agoApache Kylin5.0.4 tagged with no release notes
- 4mo agoChartMogulPLG Is Getting More Technical, More Cross-Functional, and More Human
- 6mo agoChartMogulFrom Signup to Value: How AI Is Changing Activation in SaaS
- 8mo agoChartMogulChartMogul + Crono: bringing outbound workflow to ChartMogul CRM
- 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 ChartMogul?
They serve adjacent needs but don't currently overlap on shipped themes. ChartMogul 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 ChartMogul?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. ChartMogul 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 ChartMogul?
Top ChartMogul alternatives in Analytics are ranked by recent ship velocity. Browse the "ChartMogul alternatives" section above for the current picks, or visit /alternatives/chartmogul for the full list with editorial commentary on each.