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Comparison · Analytics
Apache Kylin vs Apify
A side-by-side editorial comparison of Apache Kylin and Apify — release velocity, themes, recent moves, and the top alternatives to consider.
Apache Kylin vs Apify: at a glance
| Feature | Apache Kylin | Apify |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 2.5 | 5.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | olap, apache project, gluten, release hygiene | ai-agents, mcp, actor-marketplace, breaking-changes |
| Last editorial update | 59m ago | 5h ago |
| Website | Visit → | — |
What is Apache Kylin?
Kylin keeps tagging releases, 5.0.5 included, without saying what changed.
Apache Kylin tagged 5.0.5 on 12 October, three months after 5.0.4, and like its predecessor it carries only the Maven release plugin's commit message. The last release that documented its contents was 5.0.2 in April 2025, covering internal-table caching, partition-aware file merging and Gluten jar loading order. The 5.0 line itself dates from September 2024.
What is Apify?
Apify reshapes its Store API for agents, and it will break some integrations on Nov 15.
Apify's October work treats AI agents as the main Store client. On November 15, GET /v2/store moves to a relevance-ranked search backend: search returns a single page of at most 100 results, offset and sortBy are ignored, total and count change meaning, and noisy fields are dropped to save agent context. Earlier in October, the MCP server gained tools to build Actors, read build and run logs and read source files, and the Store was regrouped into use-case categories.
Apache Kylin vs Apify: editorial side-by-side
Apache Kylin
2.5ANALYTICS
Kylin keeps tagging releases, 5.0.5 included, without saying what changed.
◆ Current state
Apache Kylin tagged 5.0.5 on 12 October, three months after 5.0.4, and like its predecessor it carries only the Maven release plugin's commit message. The last release that documented its contents was 5.0.2 in April 2025, covering internal-table caching, partition-aware file merging and Gluten jar loading order. The 5.0 line itself dates from September 2024.
◆ Where it's heading
The tag cadence has picked up (July, then October) while the documentation has stopped entirely, so the 5.0.x line is being maintained but not explained. Anyone tracking Kylin has to read the commit history rather than the release feed.
◆ Prediction
Another bare 5.0.x tag is the likeliest next entry; nothing in the feed points to a 5.1 or 6.0.
Apify
5.0ANALYTICS
Apify reshapes its Store API for agents, and it will break some integrations on Nov 15.
◆ Current state
Apify's October work treats AI agents as the main Store client. On November 15, GET /v2/store moves to a relevance-ranked search backend: search returns a single page of at most 100 results, offset and sortBy are ignored, total and count change meaning, and noisy fields are dropped to save agent context. Earlier in October, the MCP server gained tools to build Actors, read build and run logs and read source files, and the Store was regrouped into use-case categories.
◆ Where it's heading
The arc from June to now is consistent: MCP connectors, x402 payments for agents without accounts, Apify AI for plain-English runs, and now a Store API and MCP toolset tuned for agents over human paging. Apify is accepting breakage for existing integrations in exchange for better agent results.
◆ Prediction
Expect migration guidance and possibly a grace period around the November 15 cutover, followed by more MCP tools moving into the default set.
Alternatives to Apache Kylin and Apify
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 Apify.
Glances
After a year of CVE fixes, Glances 4.5.7 turns to making its alerts tell the truth.
Pinpoint
Pinpoint 4.0 takes OpenTelemetry traces without its agent; 3.1.1 tames reactive overhead.
Tautulli
Tautulli 2.18.2 fixes history grouping and closes another newsletter path traversal.
Apache SeaTunnel
SeaTunnel 3.0 ends a six-month gap with 927 PRs and 30 new connectors.
AgencyAnalytics
AgencyAnalytics keeps widening its integrations while tables learn row-level math
See all Apache Kylin alternatives → · See all Apify alternatives →
Recent activity from Apache Kylin and Apify
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3d agoApifyApify Store API: new search backend and breaking changes
- 17d agoApifyBuild and debug Actors with new Apify MCP tools
- 21d agoApache KylinKylin 5.0.5 tagged without release notes
- 27d agoApifyFind Actors by use case with new Store categories
- 2mo agoApifyCreate an Actor with a Git repo in a few clicks
- 3mo agoApifyApify AI (beta) is live. Describe what you need and get results ⚡
- 3mo agoApache Kylin5.0.4 tagged with no release notes
- 4mo agoApifyPay for Apify Actors with x402 ⚡
- 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
Frequently asked questions
What is the difference between Apache Kylin and Apify?
They serve adjacent needs but don't currently overlap on shipped themes. Apify 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 Apify?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Apify 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 Apify?
Top Apify alternatives in Analytics are ranked by recent ship velocity. Browse the "Apify alternatives" section above for the current picks, or visit /alternatives/apify for the full list with editorial commentary on each.