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Comparison · Analytics
Apache Kylin vs Keboola
A side-by-side editorial comparison of Apache Kylin and Keboola — release velocity, themes, recent moves, and the top alternatives to consider.
Apache Kylin vs Keboola: 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 Keboola?
Keboola turns on Branched Storage for all stacks from November 2.
Keboola's recent releases split between hygiene and AI-agent safety. Branched Storage, which gives development branches their own isolated storage, is enabled on all stacks from November 2, with some exceptions handled directly. The MCP server's query_data tool is now read-only, new data app images fix security vulnerabilities, emailing API tokens is being retired, and idle Snowflake and BigQuery workspaces will be deactivated from 9 November. The UI also gained dark mode.
Apache Kylin vs Keboola: 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.
Keboola
5.0ANALYTICS
Keboola turns on Branched Storage for all stacks from November 2.
◆ Current state
Keboola's recent releases split between hygiene and AI-agent safety. Branched Storage, which gives development branches their own isolated storage, is enabled on all stacks from November 2, with some exceptions handled directly. The MCP server's query_data tool is now read-only, new data app images fix security vulnerabilities, emailing API tokens is being retired, and idle Snowflake and BigQuery workspaces will be deactivated from 9 November. The UI also gained dark mode.
◆ Where it's heading
The platform is limiting what agents, stale resources and older images can touch while making isolated development the default. The pattern is deliberate cleanup ahead of wider agent usage, not new surface area, and changes arrive with fixed dates.
◆ Prediction
Expect follow-up notes as Branched Storage reaches the remaining projects, plus more guardrails around the MCP server and Kai, such as tighter scopes or approvals.
Alternatives to Apache Kylin and Keboola
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 Keboola.
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.
ChartMogul
ChartMogul's MRRaudit goes after its own core problem: MRR figures that don't reconcile.
See all Apache Kylin alternatives → · See all Keboola alternatives →
Recent activity from Apache Kylin and Keboola
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoKeboolaSecurity Update for Python/JS and Streamlit Data Apps
- 2d agoKeboolaBranched Storage is being enabled on all projects
- 4d agoKeboolaSwitch Keboola to Dark Mode
- 5d agoKeboolaUnused Workspaces Will Be Cleaned Up Automatically
- 8d agoKeboolaKeboola MCP Server: query_data Runs Read-Only Queries Only
- 11d agoKeboolaSending API Tokens via Email Will Be Removed on February 4, 2027
- 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 Keboola?
They serve adjacent needs but don't currently overlap on shipped themes. Keboola 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 Keboola?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Keboola 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 Keboola?
Top Keboola alternatives in Analytics are ranked by recent ship velocity. Browse the "Keboola alternatives" section above for the current picks, or visit /alternatives/keboola for the full list with editorial commentary on each.