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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
| Feature | Dagster | ManageEngine ADManager Plus |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 6.3 | 2.5 |
| Sparks · 30d | 0 | 0 |
| Top themes | data orchestration, declarative automation, dbt, snowflake | active directory, identity management, marketplace extensions, maintenance builds |
| Last editorial update | 6d ago | 1mo ago |
| Website | Visit → | Visit → |
What is Dagster?
Dagster is extending declarative automation past assets while hardening its Snowflake and dbt surface.
Weekly releases on a steady 1.13.x / 0.29.x train, each mixing a small number of user-visible additions with a longer bugfix list. The substantive work this cycle sits in two places: automation reaching beyond individual assets to whole jobs, and asset health reporting learning to distinguish a failure that is awaiting an automatic retry from one that is genuinely degraded. Dagster+ operational controls — partition wiping, deploy alerts, alert rendering — are getting steady attention alongside the open-source core.
What is ManageEngine ADManager Plus?
ADManager Plus opened to third-party identity apps in January, then shipped six months of fixes.
Six builds since late January, and five are almost entirely defect work: scheduled reports failing to send as email content, mobile app logins on iOS and Android, CPU spikes after upgrade, a broken Log360 SOAR integration, M365 automation-policy tasks failing, and a JRE bump to 11.86.19. The exceptions are Build 8036, which added Security group type to the M365 Modify Single Group action, and Build 8034, which introduced Marketplace Extensions so administrators can install third-party application extensions and manage identities in those applications from inside ADManager Plus.
Dagster vs ManageEngine ADManager Plus: editorial side-by-side
Dagster
6.3ANALYTICS
Dagster is extending declarative automation past assets while hardening its Snowflake and dbt surface.
◆ Current state
Weekly releases on a steady 1.13.x / 0.29.x train, each mixing a small number of user-visible additions with a longer bugfix list. The substantive work this cycle sits in two places: automation reaching beyond individual assets to whole jobs, and asset health reporting learning to distinguish a failure that is awaiting an automatic retry from one that is genuinely degraded. Dagster+ operational controls — partition wiping, deploy alerts, alert rendering — are getting steady attention alongside the open-source core.
◆ Where it's heading
The declarative model is being pushed to cover the parts of a deployment it previously could not reach, which is the gap that forced teams back onto schedules and sensors. In parallel, the Snowflake and dbt integrations are being brought to parity with each other around versioned state storage, and health signals are being refined so that operators are alerted on real problems rather than transient ones. This is consolidation of a platform story rather than expansion into new territory.
◆ Prediction
Declarative Automation for jobs is likely to move from preview toward general availability, and the SnowflakeDbtProjectComponent — introduced as a preview and patched in three consecutive releases — should stabilize on a similar timeline.
ManageEngine ADManager Plus
2.5ANALYTICS
ADManager Plus opened to third-party identity apps in January, then shipped six months of fixes.
◆ Current state
Six builds since late January, and five are almost entirely defect work: scheduled reports failing to send as email content, mobile app logins on iOS and Android, CPU spikes after upgrade, a broken Log360 SOAR integration, M365 automation-policy tasks failing, and a JRE bump to 11.86.19. The exceptions are Build 8036, which added Security group type to the M365 Modify Single Group action, and Build 8034, which introduced Marketplace Extensions so administrators can install third-party application extensions and manage identities in those applications from inside ADManager Plus.
◆ Where it's heading
The extensibility move is the only structural change in the window, and nothing has built on it since. What follows is a maintenance train — roughly one build every six to eight weeks, carrying fix roll-ups and one security patch — which reads as a mature on-premises product prioritising stability for existing installs over new surface.
◆ Prediction
On this cadence the next build is most likely another fix roll-up. Whether Marketplace Extensions gets a second act is not answerable from these entries.
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.
Chord
Chord is turning its analytics assistant into something with memory, and now feeding it more sources
Datawrapper
Datawrapper ships one small fix at a time, each named for the chart it touches
Holistics
After a summer fencing in its AI layer, Holistics points it at the question analysts get asked most.
dbt Core
Fusion's 2.0 train has become adapter work: Exasol from scratch, ClickHouse toward parity.
AgencyAnalytics
Reporting tool turning itself into the place agencies prove AI visibility to clients
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.
- 6d agoDagsterSingle-action partition wipe clears degraded health; deploy-success alerts
- 12d agoDagsterAutomation table expand/collapse; sensor dry-run permissions fix
- 19d agoDagsterPartition-level retry warnings and defs_state for the Snowflake dbt component
- 26d agoDagsterRetry-pending failures now warn instead of degrading
- 1mo agoDagsterDeclarative Automation can now launch jobs (preview) ⚡
- 1mo agoDagsterSnowflake dbt component preview and MCP server docs
- 1mo agoManageEngine ADManager PlusBuild 8043: report email, mobile login and CPU spike fixes
- 4mo agoManageEngine ADManager PlusBuild 8042: Log360 integration, M365 automation and security fixes
- 5mo agoManageEngine ADManager PlusBuilds 8040-8041: JRE 11.86.19 upgrade and GUI fixes
- 6mo agoManageEngine ADManager PlusBuild 8036: Security group support in M365 group modification
- 7mo agoManageEngine ADManager PlusBuild 8035: %empty% macro and report-basis regression fixes
- 7mo agoManageEngine ADManager PlusBuild 8034: Marketplace Extensions manage third-party app identities ⚡
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 6.3 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 6.3 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.