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Comparison · Analytics
Keboola vs Swetrix
A side-by-side editorial comparison of Keboola and Swetrix — release velocity, themes, recent moves, and the top alternatives to consider.
Keboola vs Swetrix: at a glance
What is Keboola?
Keboola adds dark mode while it tightens the MCP server and retires idle workspaces.
Keboola's recent releases split between hygiene and AI-agent safety. The MCP server's query_data tool is now read-only, emailing API tokens is being retired, and idle Snowflake and BigQuery workspaces will be deactivated from 9 November. On the user side, data apps start faster on pre-built images, Kai gained shared team memory, and the UI now has dark mode.
What is Swetrix?
Swetrix adds opt-in outbound link tracking, filling another gap in its tracker.
Swetrix ships roughly one tracker update a month across its JS and Node SDKs. tracker-js 4.8.0 adds automatic outbound link tracking, off by default, with clicks reported under Traffic → Pages → Outbound links and support for dynamic links and middle-clicks. Earlier releases added profile identification (4.5.0), URL parameter and hash allowlists (4.6.0), and automatic page titles (4.7.0 and Node 3.5.0).
Keboola vs Swetrix: editorial side-by-side
Keboola
5.0ANALYTICS
Keboola adds dark mode while it tightens the MCP server and retires idle workspaces.
◆ Current state
Keboola's recent releases split between hygiene and AI-agent safety. The MCP server's query_data tool is now read-only, emailing API tokens is being retired, and idle Snowflake and BigQuery workspaces will be deactivated from 9 November. On the user side, data apps start faster on pre-built images, Kai gained shared team memory, and the UI now has dark mode.
◆ Where it's heading
The platform is limiting what agents and stale resources can do while making its AI assistant and apps quicker to use. The pattern is deliberate cleanup ahead of wider agent usage, not new surface area.
◆ Prediction
Expect more guardrails around the MCP server and Kai, such as tighter scopes or approvals, alongside further deprecation notices with fixed dates.
Swetrix
5.0ANALYTICS
Swetrix adds opt-in outbound link tracking, filling another gap in its tracker.
◆ Current state
Swetrix ships roughly one tracker update a month across its JS and Node SDKs. tracker-js 4.8.0 adds automatic outbound link tracking, off by default, with clicks reported under Traffic → Pages → Outbound links and support for dynamic links and middle-clicks. Earlier releases added profile identification (4.5.0), URL parameter and hash allowlists (4.6.0), and automatic page titles (4.7.0 and Node 3.5.0).
◆ Where it's heading
Swetrix is filling the standard web-analytics checklist one opt-in feature at a time: identity, URL hygiene, page titles, and now outbound clicks. Each release keeps new collection off by default, which fits a privacy-first positioning. The JS tracker usually leads and the Node SDK follows where the feature applies server-side.
◆ Prediction
Expect more opt-in automatic event types in the JS tracker, such as file downloads or form events, on a roughly monthly cadence. The entries don't show what the dashboard will do with identified profiles beyond showing traits.
Alternatives to Keboola and Swetrix
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 Keboola or Swetrix.
OpenReplay
OpenReplay moves its Go backend to pgx v5 and patches vulnerable deps across 1.25–1.27.
Basedash
Basedash automations can now attach scheduled CSV exports to Slack and email.
OpenPanel
OpenPanel tags three more note-free builds in one evening, reaching 3.16.4.
Fulcrum
Fulcrum turns on Insights, its AI assistant for field data, for every customer.
Holistics
Holistics lets admins put a key dashboard on everyone's Home page.
See all Keboola alternatives → · See all Swetrix alternatives →
Recent activity from Keboola and Swetrix
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoKeboolaSwitch Keboola to Dark Mode
- 3d agoKeboolaUnused Workspaces Will Be Cleaned Up Automatically
- 6d agoKeboolaKeboola MCP Server: query_data Runs Read-Only Queries Only
- 8d agoSwetrixSwetrix tracker 4.8.0 adds opt-in outbound link tracking
- 9d agoKeboolaSending API Tokens via Email Will Be Removed on February 4, 2027
- 17d agoKeboolaFaster App Starts by Default
- 22d agoKeboolaKai remembers what matters: shared team memory
- 1mo agoSwetrixtracker-node@3.5.0
- 1mo agoSwetrixtracker-js@4.7.0
- 2mo agoSwetrixtracker-js@4.6.1
- 2mo agoSwetrixtracker-node@3.4.0
- 2mo agoSwetrixtracker-js@4.6.0
Frequently asked questions
What is the difference between Keboola and Swetrix?
They serve adjacent needs but don't currently overlap on shipped themes. Keboola and Swetrix are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Keboola better than Swetrix?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Keboola and Swetrix are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
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.
What are the best alternatives to Swetrix?
Top Swetrix alternatives in Analytics are ranked by recent ship velocity. Browse the "Swetrix alternatives" section above for the current picks, or visit /alternatives/swetrix for the full list with editorial commentary on each.