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Comparison · Analytics
Dagster vs OpenPanel
A side-by-side editorial comparison of Dagster and OpenPanel — release velocity, themes, recent moves, and the top alternatives to consider.
Dagster vs OpenPanel: 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 OpenPanel?
OpenPanel tags seven more supporter builds in two days, now at 3.30.0, still without notes.
OpenPanel went from 3.23.2 on November 3 to 3.30.0 on November 6 through seven supporter builds. Each entry says only which commit of main it was built from and that supporters install it with openpanel upgrade --supporter; public self-hosting releases come from a separate tag. None of the entries describes a change.
Dagster vs OpenPanel: 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.
OpenPanel
5.0ANALYTICS
OpenPanel tags seven more supporter builds in two days, now at 3.30.0, still without notes.
◆ Current state
OpenPanel went from 3.23.2 on November 3 to 3.30.0 on November 6 through seven supporter builds. Each entry says only which commit of main it was built from and that supporters install it with openpanel upgrade --supporter; public self-hosting releases come from a separate tag. None of the entries describes a change.
◆ Where it's heading
The supporter channel has become a continuous-deployment feed with minor versions minted per build. That cadence signals active development, but the feed gives no way to tell which builds carry user-facing work.
◆ Prediction
The entries do not support a feature prediction; expect more unannotated supporter builds and an eventual self-hosting tag that rolls them up.
Alternatives to Dagster and OpenPanel
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 OpenPanel.
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 OpenPanel alternatives →
Recent activity from Dagster and OpenPanel
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoDagster1.13.30: Python 3.11 minimum, more Dagster+ MCP tools
- 7d agoOpenPanel3.30.0: supporter build, no notes
- 8d agoOpenPanel3.29.0: supporter build, no notes
- 8d agoOpenPanel3.28.0: supporter build, no notes
- 8d agoOpenPanel3.27.2: supporter build, no notes
- 8d agoOpenPanel3.27.1: supporter build, no notes
- 8d agoOpenPanel3.27.0: supporter build, no notes
- 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
Frequently asked questions
What is the difference between Dagster and OpenPanel?
They serve adjacent needs but don't currently overlap on shipped themes. Dagster and OpenPanel 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 OpenPanel?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Dagster and OpenPanel 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 OpenPanel?
Top OpenPanel alternatives in Analytics are ranked by recent ship velocity. Browse the "OpenPanel alternatives" section above for the current picks, or visit /alternatives/openpanel for the full list with editorial commentary on each.