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Comparison · Analytics
Dagster vs Plausible Analytics
A side-by-side editorial comparison of Dagster and Plausible Analytics — release velocity, themes, recent moves, and the top alternatives to consider.
Dagster vs Plausible Analytics: at a glance
What is Dagster?
Dagster extends Declarative Automation from assets to jobs, unifying the orchestration model.
Dagster is shipping steady incremental improvements across 1.13.x: asset health status for retrying partitions, SnowflakeDbtProjectComponent maturation, alert policy YAML enforcement in Dagster+, and an automation condition UI that shows why historical conditions fired. The most architecturally significant change in the window is Declarative Automation for jobs, now in preview — it applies the same condition-based trigger model that assets use to scheduled batch jobs.
What is Plausible Analytics?
Plausible's tracked feed stops at a Dec 2025 pre-release that limits shared links to a segment.
The release feed SparkPulse tracks for Plausible Analytics only holds Community Edition pre-releases, and the newest is v3.2.0-rc.0 from December 2025. That build shows a visitor-percentage breakdown on every report and lets shared links be limited to one segment. v3.1.0-rc.0 before it introduced a per-site dynamic tracking script, an optional non-interactive flag for events, and a reworked dark theme.
Dagster vs Plausible Analytics: editorial side-by-side
Dagster
5.0ANALYTICS
Dagster extends Declarative Automation from assets to jobs, unifying the orchestration model.
◆ Current state
Dagster is shipping steady incremental improvements across 1.13.x: asset health status for retrying partitions, SnowflakeDbtProjectComponent maturation, alert policy YAML enforcement in Dagster+, and an automation condition UI that shows why historical conditions fired. The most architecturally significant change in the window is Declarative Automation for jobs, now in preview — it applies the same condition-based trigger model that assets use to scheduled batch jobs.
◆ Where it's heading
Declarative Automation expanding to jobs is the directional story. If it exits preview and gains adoption, it reduces the need for sensors and schedules as separate primitives — the same declarative condition layer covers everything. The Dagster+ MCP server gaining OAuth documentation signals growing interest in using Dagster as an orchestration target for AI agents, not just a data pipeline tool.
◆ Prediction
Declarative Automation for jobs will exit preview within 1-2 minor releases, and the next visible investment is likely deeper first-class support for AI workload orchestration alongside the existing data pipeline primitives.
Plausible Analytics
0.0ANALYTICS
Plausible's tracked feed stops at a Dec 2025 pre-release that limits shared links to a segment.
◆ Current state
The release feed SparkPulse tracks for Plausible Analytics only holds Community Edition pre-releases, and the newest is v3.2.0-rc.0 from December 2025. That build shows a visitor-percentage breakdown on every report and lets shared links be limited to one segment. v3.1.0-rc.0 before it introduced a per-site dynamic tracking script, an optional non-interactive flag for events, and a reworked dark theme.
◆ Where it's heading
Across the 3.x line Plausible has been adding analysis depth to a deliberately simple dashboard: exit-rate sorting, new date shorthands, segments, and percentage breakdowns. Shared links and segments are being tied together, so a public or client-facing view can show a slice of the data. Self-hosters need to follow upgrade steps, including a required ClickHouse upgrade in 3.0.
◆ Prediction
The feed has nothing after December 2025, so it is unclear whether v3.2.0 went stable. If the tracked source updates, the next visible step is probably a v3.2.0 final with more segment and shared-link controls.
Alternatives to Dagster and Plausible Analytics
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 Plausible Analytics.
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.
OpenHouse
OpenHouse locks down its column-defaults capability flag as default values near completion.
See all Dagster alternatives → · See all Plausible Analytics alternatives →
Recent activity from Dagster and Plausible Analytics
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1mo agoDagster1.13.21: backfill completion fix, YAML-enforced alert policies
- 2mo agoDagster1.13.20 (core) / 0.29.20 (libraries)
- 2mo agoDagster1.13.19 (core) / 0.29.19 (libraries)
- 2mo agoDagster1.13.18 (core) / 0.29.18 (libraries)
- 2mo agoDagster1.13.17: spark command injection fix, MCP OAuth docs, asset graph search improvements
- 3mo agoDagster1.13.16: Declarative Automation for jobs (preview) ⚡
- 10mo agoPlausible AnalyticsPlausible 3.2 RC: segment-limited shared links, visitor % on reports
- 11mo agoPlausible AnalyticsPlausible 3.1 RC1 fixes tracker config backfill
- 11mo agoPlausible AnalyticsPlausible 3.1 RC: per-site tracking script, non-interactive events
- 1y agoPlausible AnalyticsPlausible 3.0 RC6: exit-rate sorting, 28d/91d, ClickHouse upgrade
- 1y agoPlausible AnalyticsPlausible 3.0 RC5: branch merge, no notes
Frequently asked questions
What is the difference between Dagster and Plausible Analytics?
They serve adjacent needs but don't currently overlap on shipped themes. Dagster 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 Dagster better than Plausible Analytics?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Dagster 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 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 Plausible Analytics?
Top Plausible Analytics alternatives in Analytics are ranked by recent ship velocity. Browse the "Plausible Analytics alternatives" section above for the current picks, or visit /alternatives/plausible-analytics for the full list with editorial commentary on each.