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Comparison · Analytics
Dagster vs Tautulli
A side-by-side editorial comparison of Dagster and Tautulli — release velocity, themes, recent moves, and the top alternatives to consider.
Dagster vs Tautulli: at a glance
What is Dagster?
Dagster drops Python 3.10 and lets agents run schedules and sensors through MCP.
Dagster's 1.13 line ships weekly and follows two threads. dagster-dbt no longer installs dbt-core and gained a dbt v2 extra for the Fusion engine, while the UI keeps getting phone layouts and faster search and catalog pages. 1.13.30 on November 12 makes Python 3.11 the minimum and widens the Dagster+ MCP server to reading and toggling schedules and sensors and managing partitions.
What is Tautulli?
Tautulli 2.19 lets admins archive users and libraries without losing their history.
Tautulli, the Plex monitoring tool, shipped 2.19.0 on 10 November and a same-day 2.19.1 to fix the Snap package. 2.19.0 drops Python 3.10, forces a temporary password on installs that had none, and adds archiving for users and libraries so they leave statistics without deleting their history. It also closes another batch of CVEs (XSS in tables, SSRF in the image proxy, CSRF on GET endpoints, a git path injection) and removes OneSignal.
Dagster vs Tautulli: editorial side-by-side
Dagster
5.0ANALYTICS
Dagster drops Python 3.10 and lets agents run schedules and sensors through MCP.
◆ Current state
Dagster's 1.13 line ships weekly and follows two threads. dagster-dbt no longer installs dbt-core and gained a dbt v2 extra for the Fusion engine, while the UI keeps getting phone layouts and faster search and catalog pages. 1.13.30 on November 12 makes Python 3.11 the minimum and widens the Dagster+ MCP server to reading and toggling schedules and sensors and managing partitions.
◆ Where it's heading
The Dagster+ MCP server has grown release by release, from launching runs without a code location in September to controlling schedules, sensors and partitions now. Combined with the dbt split, Dagster is trimming legacy dependencies while making the orchestrator something an agent can operate, not just a person in the UI.
◆ Prediction
The MCP server still lacks write access to things like backfills and alert policies, so expanding it there is the most visible next step; further Python and dbt version floors are likely to follow the 3.10 cut.
Tautulli
5.0ANALYTICS
Tautulli 2.19 lets admins archive users and libraries without losing their history.
◆ Current state
Tautulli, the Plex monitoring tool, shipped 2.19.0 on 10 November and a same-day 2.19.1 to fix the Snap package. 2.19.0 drops Python 3.10, forces a temporary password on installs that had none, and adds archiving for users and libraries so they leave statistics without deleting their history. It also closes another batch of CVEs (XSS in tables, SSRF in the image proxy, CSRF on GET endpoints, a git path injection) and removes OneSignal.
◆ Where it's heading
Most Tautulli releases this year have been security-driven, and 2.19 continues that while finally landing long-requested features from the issue tracker. The project is tightening defaults (password required, Plex-OAuth-only login option, newer Python) and widening install paths with Homebrew and Flatpak.
◆ Prediction
Expect 2.19.x patches for packaging and the new archive filters, and further CVE fixes as outside researchers keep reporting issues.
Alternatives to Dagster and Tautulli
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 Dagster or Tautulli.
Dovetail
Dovetail lets admins choose which connectors members can plug into the workspace.
OpenHouse
OpenHouse adds time-zone-aware retention and per-database table caps.
Countly
Countly 25.03.59 defaults to Node 26, supports MongoDB 9 and tightens app scoping.
Kubecost
Kubecost cuts three 3.3.2 release candidates in two days, still without notes.
RStudio
RStudio opens the 2026.11 train with another NOTICE file update.
See all Dagster alternatives → · See all Tautulli alternatives →
Recent activity from Dagster and Tautulli
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoDagster1.13.30: Python 3.11 minimum, more Dagster+ MCP tools
- 3d agoTautulliv2.19.1: Snap package starts again
- 3d agoTautulliv2.19.0: archive users and libraries, Python 3.11 required
- 8d agoDagster1.13.29: more mobile layouts, faster search and catalog
- 14d agoDagster1.13.28: dbt v2 extra and retries for failed code locations
- 18d agoDagster1.13.27: mobile run details, bounded BigQuery Insights scans
- 1mo agoDagster1.13.26: dagster-dbt stops installing dbt-core
- 1mo agoDagster1.13.25: phone layout for the Dagster UI, ECS run resumes
- 1mo agoTautulliTautulli 2.18.2 fixes history grouping and a path traversal
- 2mo agoTautulliGuest history exposure closed in the API; X-Frame-Options added
- 2mo agoTautulliDolby Atmos support and a push relay replacing OneSignal
- 5mo agoTautulliFour CVEs closed: XSS, path traversal and open redirect
Frequently asked questions
What is the difference between Dagster and Tautulli?
They serve adjacent needs but don't currently overlap on shipped themes. Dagster and Tautulli 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 Dagster better than Tautulli?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Dagster and Tautulli 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 Dagster?
Top Dagster alternatives in Analytics are ranked by recent ship velocity. Browse the "Dagster alternatives" section above for the current picks, or visit /alternatives/dagster for the full list with editorial commentary on each.
What are the best alternatives to Tautulli?
Top Tautulli alternatives in Analytics are ranked by recent ship velocity. Browse the "Tautulli alternatives" section above for the current picks, or visit /alternatives/tautulli for the full list with editorial commentary on each.