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Comparison · Analytics
Apify vs Apache SeaTunnel
A side-by-side editorial comparison of Apify and Apache SeaTunnel — release velocity, themes, recent moves, and the top alternatives to consider.
Apify vs Apache SeaTunnel: at a glance
| Feature | Apify | Apache SeaTunnel |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 5.0 | 0.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | ai-agents, mcp, actor-marketplace, breaking-changes | data integration, connectors, cdc, apache project |
| Last editorial update | 5h ago | 1h ago |
| Website | — | Visit → |
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.
What is Apache SeaTunnel?
SeaTunnel 3.0 ends a six-month gap with 927 PRs and 30 new connectors.
Apache SeaTunnel shipped 3.0.0 on 30 September, its first release since March: 927 merged PRs, 30 new connectors (BigQuery, Salesforce, Google and TikTok Ads, Stripe, Shopify, Mem0, Deep Lake and more), a Python transform, PostgreSQL CDC add-column schema evolution and connectivity dry-runs for S3 and Kafka sources. The prior 2.3.13 release made large files splittable across readers.
Apify vs Apache SeaTunnel: editorial side-by-side
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.
Apache SeaTunnel
0.0ANALYTICS
SeaTunnel 3.0 ends a six-month gap with 927 PRs and 30 new connectors.
◆ Current state
Apache SeaTunnel shipped 3.0.0 on 30 September, its first release since March: 927 merged PRs, 30 new connectors (BigQuery, Salesforce, Google and TikTok Ads, Stripe, Shopify, Mem0, Deep Lake and more), a Python transform, PostgreSQL CDC add-column schema evolution and connectivity dry-runs for S3 and Kafka sources. The prior 2.3.13 release made large files splittable across readers.
◆ Where it's heading
The connector catalogue is moving beyond databases and file stores into SaaS APIs and ad platforms, plus vector and memory stores. Schema evolution in CDC sources keeps widening, one database at a time, and the major version resets expectations after a lengthening release interval.
◆ Prediction
Expect 3.0.x patch releases fixing the new connectors, given how much landed in one version.
Alternatives to Apify and Apache SeaTunnel
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 Apify or Apache SeaTunnel.
Glances
After a year of CVE fixes, Glances 4.5.7 turns to making its alerts tell the truth.
Apache Kylin
Kylin keeps tagging releases, 5.0.5 included, without saying what changed.
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.
AgencyAnalytics
AgencyAnalytics keeps widening its integrations while tables learn row-level math
See all Apify alternatives → · See all Apache SeaTunnel alternatives →
Recent activity from Apify and Apache SeaTunnel
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
- 27d agoApifyFind Actors by use case with new Store categories
- 1mo agoApache SeaTunnelSeaTunnel 3.0 adds 30 connectors and a Python transform
- 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 ⚡
- 4mo agoApifyPay for Apify Actors with x402 ⚡
- 7mo agoApache SeaTunnelLarge files split for parallel read; CDC schema evolution on Flink ⚡
- 1y agoApache SeaTunnelDocumentation sweep with JDBC and Iceberg updates
- 1y agoApache SeaTunnelChinese connector documentation added in bulk
- 1y agoApache SeaTunnelConnector option handling normalized across the catalogue
- 1y agoApache SeaTunnelType conversion and connector bug fixes
Frequently asked questions
What is the difference between Apify and Apache SeaTunnel?
They serve adjacent needs but don't currently overlap on shipped themes. Apify is currently shipping more aggressively (velocity 5.0 vs 0.0), 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 Apify better than Apache SeaTunnel?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Apify is currently shipping more aggressively (velocity 5.0 vs 0.0), 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 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.
What are the best alternatives to Apache SeaTunnel?
Top Apache SeaTunnel alternatives in Analytics are ranked by recent ship velocity. Browse the "Apache SeaTunnel alternatives" section above for the current picks, or visit /alternatives/seatunnel for the full list with editorial commentary on each.