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Comparison · Analytics
Dagster vs Omni
A side-by-side editorial comparison of Dagster and Omni — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:mcp
Dagster vs Omni: 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 Omni?
Omni schedules app deliveries and opens Omni AI to early access.
Omni ships a weekly bundle on two fronts: warehouse and modeling depth, and AI and automation interfaces. The week of November 2 adds scheduling and management for app deliveries, early access for Omni AI and MCP tools that report organization usage. The week before brought embed MCP tokens, global AI context and webhook delivery for AI routines.
Dagster vs Omni: 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.
Omni
5.0ANALYTICS
Omni schedules app deliveries and opens Omni AI to early access.
◆ Current state
Omni ships a weekly bundle on two fronts: warehouse and modeling depth, and AI and automation interfaces. The week of November 2 adds scheduling and management for app deliveries, early access for Omni AI and MCP tools that report organization usage. The week before brought embed MCP tokens, global AI context and webhook delivery for AI routines.
◆ Where it's heading
Apps are becoming Omni's main output: they are the default presentation type and now get their own scheduled deliveries. The MCP surface keeps widening from content to administration, with usage data now readable by outside agents.
◆ Prediction
Expect Omni AI to move from early access toward general availability, and more admin and usage data exposed through MCP.
Alternatives to Dagster and Omni
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 Omni.
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 Omni alternatives →
Recent activity from Dagster and Omni
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoDagster1.13.30: Python 3.11 minimum, more Dagster+ MCP tools
- 2d agoOmniApp delivery schedules, Omni AI early access, usage MCP tools
- 8d agoDagster1.13.29: more mobile layouts, faster search and catalog
- 11d agoOmniEmbed MCP tokens, global AI context, routine webhooks
- 14d agoDagster1.13.28: dbt v2 extra and retries for failed code locations
- 18d agoOmniInvite-time roles, Omni Agent query validation, layered legends
- 18d agoDagster1.13.27: mobile run details, bounded BigQuery Insights scans
- 24d agoOmniClaude-built dashboards import to Omni; new API and MCP endpoints
- 1mo agoOmniWorkbook schedules and alerts; AI model suggestions go GA
- 1mo agoDagster1.13.26: dagster-dbt stops installing dbt-core
- 1mo agoOmniChart labels, multi-user Slack routines, AI summaries in downloads
- 1mo agoDagster1.13.25: phone layout for the Dagster UI, ECS run resumes
Frequently asked questions
What is the difference between Dagster and Omni?
Both compete on the same themes — mcp — within Analytics. Dagster and Omni 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 Omni?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Dagster and Omni 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 Omni?
Top Omni alternatives in Analytics are ranked by recent ship velocity. Browse the "Omni alternatives" section above for the current picks, or visit /alternatives/omni for the full list with editorial commentary on each.