Apache Airflow
Airflow 3.4 moves to a second release candidate three days after the first.
Comparison · Infra & APIs
Apache DolphinScheduler vs Duplicati
A side-by-side editorial comparison of Apache DolphinScheduler and Duplicati — release velocity, themes, recent moves, and the top alternatives to consider.
Apache DolphinScheduler vs Duplicati: at a glance
What is Apache DolphinScheduler?
Apache DolphinScheduler adds missed fire policy and AWS EMR Serverless integration in its 3.4.x patch series.
DolphinScheduler 3.4.x is a mature data workflow scheduler on a quarterly patch cadence. Recent releases address real operational gaps: schedule missed fire policy handling (what happens when a job doesn't fire at its scheduled time), Amazon EMR Serverless as a new task plugin, configurable maximum runtime for workflow and task instances, and complement data dependency support. Security hygiene also landed — HTTP TRACE disabled, plaintext passwords removed from worker logs.
What is Duplicati?
Duplicati 2.4.1 stable brings delta backups for Microsoft 365 and scheduled restore tests.
Duplicati 2.4.1.0 stable moved the canary work into the main line: Microsoft 365 and Google Workspace backups list only what changed since the previous run, and a restore test operation verifies a sample in a temporary folder, optionally after each backup. Point-in-time destination reads, version labels and object locks on Duplicati Storage landed with it. The 2.4.1.100 canary now goes after silent failures: stalled reads that reported success, unreadable source folders that produced empty versions, and dry runs that changed the database.
Apache DolphinScheduler vs Duplicati: editorial side-by-side
Apache DolphinScheduler
2.5INFRA · APIS
Apache DolphinScheduler adds missed fire policy and AWS EMR Serverless integration in its 3.4.x patch series.
◆ Current state
DolphinScheduler 3.4.x is a mature data workflow scheduler on a quarterly patch cadence. Recent releases address real operational gaps: schedule missed fire policy handling (what happens when a job doesn't fire at its scheduled time), Amazon EMR Serverless as a new task plugin, configurable maximum runtime for workflow and task instances, and complement data dependency support. Security hygiene also landed — HTTP TRACE disabled, plaintext passwords removed from worker logs.
◆ Where it's heading
The 3.4.x series is consolidating scheduler reliability (missed fire, dispatch timeout for missing worker groups, configurable max runtime) while expanding cloud integrations (AWS EMR Serverless, with prior support for SageMaker and Kubernetes from the 3.3.0 connection center work). The pattern is incremental operational hardening rather than architectural change. The 3.3.0-alpha connection center abstraction (Zeppelin, SageMaker, K8s) is the most notable structural addition in the visible history.
◆ Prediction
Additional AWS or cloud provider task plugins are the most likely near-term additions given the EMR Serverless landing. Scheduler reliability work will continue as the missed fire policy and timeout logic get extended to more edge cases.
Duplicati
5.0INFRA · APIS
Duplicati 2.4.1 stable brings delta backups for Microsoft 365 and scheduled restore tests.
◆ Current state
Duplicati 2.4.1.0 stable moved the canary work into the main line: Microsoft 365 and Google Workspace backups list only what changed since the previous run, and a restore test operation verifies a sample in a temporary folder, optionally after each backup. Point-in-time destination reads, version labels and object locks on Duplicati Storage landed with it. The 2.4.1.100 canary now goes after silent failures: stalled reads that reported success, unreadable source folders that produced empty versions, and dry runs that changed the database.
◆ Where it's heading
The 2.4 line is about proving backups can be recovered, and the newest canary extends that to refusing to report success when data is incomplete. Delta tracking for SaaS sources shows Duplicati treating cloud workloads as primary sources, and console-set restore tests give its hosted console a role in managing fleets of machines.
◆ Prediction
Expect the 2.4.1.100 timeout and integrity fixes to reach a stable patch, with the Hyper-V and MSSQL source rework following from canary.
Alternatives to Apache DolphinScheduler and Duplicati
Other Infra & APIs 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 Apache DolphinScheduler or Duplicati.
Sonarr
Sonarr 5.0 swaps its interactive search table for cards and trims what counts as advanced.
Redocly
Redocly finishes the Reunite config rename and points its agent at support desks.
Hatchet
Hatchet brings durable streams to Python, Ruby and Go, and takes round trips out of dispatch.
Jackett
Jackett ships a daily build to keep hundreds of torrent indexers working as sites move and close.
Tolgee
Tolgee ships four patch releases in a day, mostly security bumps and branching fixes.
See all Apache DolphinScheduler alternatives → · See all Duplicati alternatives →
Recent activity from Apache DolphinScheduler and Duplicati
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 16h agoDuplicatiDuplicati canary closes silent-failure paths in backup and restore
- 17h agoDuplicatiDuplicati 2.4.1.100 canary binaries published
- 2d agoDuplicatiDuplicati 2.4.1 stable: SaaS delta backups and restore tests
- 2d agoDuplicatiDuplicati 2.4.1.0 stable binaries published
- 7d agoDuplicatiDuplicati canary adds point-in-time restores from versioned storage
- 7d agoDuplicatiDuplicati 2.4.0.105 canary binaries published
- 1mo agoApache DolphinSchedulerRelease 3.4.3
- 5mo agoApache DolphinSchedulerRelease 3.4.2
- 7mo agoApache DolphinSchedulerRelease 3.4.1
- 1y agoApache DolphinScheduler3.3.0 alpha: connection center for Zeppelin, SageMaker, and K8s
Frequently asked questions
What is the difference between Apache DolphinScheduler and Duplicati?
They serve adjacent needs but don't currently overlap on shipped themes. Duplicati 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 Apache DolphinScheduler better than Duplicati?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Duplicati 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 Infra & APIs products to evaluate alongside.
What are the best alternatives to Apache DolphinScheduler?
Top Apache DolphinScheduler alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Apache DolphinScheduler alternatives" section above for the current picks, or visit /alternatives/dolphinscheduler for the full list with editorial commentary on each.
What are the best alternatives to Duplicati?
Top Duplicati alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Duplicati alternatives" section above for the current picks, or visit /alternatives/duplicati for the full list with editorial commentary on each.