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Comparison · Analytics
Dagster vs ManageEngine ADManager Plus
A side-by-side editorial comparison of Dagster and ManageEngine ADManager Plus — release velocity, themes, recent moves, and the top alternatives to consider.
Dagster vs ManageEngine ADManager Plus: 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 ManageEngine ADManager Plus?
ADManager Plus Build 8050 adds blast-radius maps and ML-driven access reviews.
After a 2026 of mostly fix builds, ManageEngine ADManager Plus Build 8050 (9 November) is a feature release. It adds an Impact Radius view showing which objects a compromised privileged account could reach, adaptive access reviews that trigger certification when risky access is detected and suggest approve or revoke, WCAG accessibility controls, attribute dependencies in templates, and wider Entra ID and Azure app role backups.
Dagster vs ManageEngine ADManager Plus: 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.
ManageEngine ADManager Plus
2.5ANALYTICS
ADManager Plus Build 8050 adds blast-radius maps and ML-driven access reviews.
◆ Current state
After a 2026 of mostly fix builds, ManageEngine ADManager Plus Build 8050 (9 November) is a feature release. It adds an Impact Radius view showing which objects a compromised privileged account could reach, adaptive access reviews that trigger certification when risky access is detected and suggest approve or revoke, WCAG accessibility controls, attribute dependencies in templates, and wider Entra ID and Azure app role backups.
◆ Where it's heading
The product is moving from Active Directory provisioning toward identity risk and governance: January's Marketplace Extensions brought third-party app identities in, and Build 8050 adds risk mapping and continuous access certification on top. Backups are widening to cover more of the Microsoft cloud configuration.
◆ Prediction
Expect the next builds to return to fixes for these new modules, then extend Risk Exposure Management and access reviews to more Microsoft 365 and Entra ID objects.
Alternatives to Dagster and ManageEngine ADManager Plus
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 ManageEngine ADManager Plus.
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 ManageEngine ADManager Plus alternatives →
Recent activity from Dagster and ManageEngine ADManager Plus
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoDagster1.13.30: Python 3.11 minimum, more Dagster+ MCP tools
- 5d agoManageEngine ADManager PlusBuild 8050: Impact Radius and adaptive access reviews
- 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
- 4mo agoManageEngine ADManager PlusBuild 8043: report email, mobile login and CPU spike fixes
- 6mo agoManageEngine ADManager PlusBuild 8042: Log360 integration, M365 automation and security fixes
- 8mo agoManageEngine ADManager PlusBuilds 8040-8041: JRE 11.86.19 upgrade and GUI fixes
- 9mo agoManageEngine ADManager PlusBuild 8036: Security group support in M365 group modification
- 9mo agoManageEngine ADManager PlusBuild 8035: %empty% macro and report-basis regression fixes
Frequently asked questions
What is the difference between Dagster and ManageEngine ADManager Plus?
They serve adjacent needs but don't currently overlap on shipped themes. Dagster is currently shipping more aggressively (velocity 5.0 vs 2.5), 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 ManageEngine ADManager Plus?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Dagster is currently shipping more aggressively (velocity 5.0 vs 2.5), 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 ManageEngine ADManager Plus?
Top ManageEngine ADManager Plus alternatives in Analytics are ranked by recent ship velocity. Browse the "ManageEngine ADManager Plus alternatives" section above for the current picks, or visit /alternatives/manageengine-admanager-plus for the full list with editorial commentary on each.