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Comparison · Analytics
Apache Kylin vs NocoDB
A side-by-side editorial comparison of Apache Kylin and NocoDB — release velocity, themes, recent moves, and the top alternatives to consider.
Apache Kylin vs NocoDB: 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 NocoDB?
NocoDB 2026.10.1 fits classic apps to phones and puts rate limits on MCP.
NocoDB ships a monthly release plus patches. 2026.10.0 let Claude, ChatGPT, Cursor and other MCP clients connect by signing in. 2026.10.1, labelled a bug fix release, goes further: published classic apps fit phone screens, MCP gets per-account rate limits and last-used times for connected apps, and the consent screen warns about unverified apps. It also carries behavior changes to check: API timestamps now include milliseconds on PostgreSQL and SQLite, password changes delete API tokens and disconnect OAuth apps, and setting the attachment access flag alone now stops /download and /dl serving files.
Apache Kylin vs NocoDB: 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.
NocoDB
5.0ANALYTICS
NocoDB 2026.10.1 fits classic apps to phones and puts rate limits on MCP.
◆ Current state
NocoDB ships a monthly release plus patches. 2026.10.0 let Claude, ChatGPT, Cursor and other MCP clients connect by signing in. 2026.10.1, labelled a bug fix release, goes further: published classic apps fit phone screens, MCP gets per-account rate limits and last-used times for connected apps, and the consent screen warns about unverified apps. It also carries behavior changes to check: API timestamps now include milliseconds on PostgreSQL and SQLite, password changes delete API tokens and disconnect OAuth apps, and setting the attachment access flag alone now stops /download and /dl serving files.
◆ Where it's heading
Agent access remains the product's spine, but the work has shifted from widening reach to governing it, with rate limits, hashed MCP tokens, connected-app visibility and consent warnings. Classic apps keep getting real investment despite the rename, which suggests the newer app layer isn't replacing them soon.
◆ Prediction
Expect the non-classic Apps builder, likely prompt-driven via NocoAI, to be introduced in a coming release, and more MCP controls alongside it. The entries don't show its scope or plan tiering.
Alternatives to Apache Kylin and NocoDB
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 NocoDB.
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 NocoDB alternatives →
Recent activity from Apache Kylin and NocoDB
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoNocoDBNocoDB 2026.10.1: classic apps on phones, MCP rate limits
- 8d agoNocoDB2026.10.0 : Plan Capacity, Play Back Workflows, Connect Any AI Tool & More
- 1mo agoNocoDB2026.09.1 : MCP for Your Whole Account ⚡
- 1mo agoNocoDB2026.09.0 : NocoDB in the Claude Connector Marketplace ⚡
- 1mo agoNocoDB2026.08.2 : Introducing Dual-Axis Charts, Embedded Linked Records and Workflow Folders
- 2mo agoNocoDB2026.08.1 : Introducing Realtime Presence and Folders
- 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 NocoDB?
They serve adjacent needs but don't currently overlap on shipped themes. NocoDB 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 NocoDB?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. NocoDB 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 NocoDB?
Top NocoDB alternatives in Analytics are ranked by recent ship velocity. Browse the "NocoDB alternatives" section above for the current picks, or visit /alternatives/nocodb for the full list with editorial commentary on each.