Hatchet
Hatchet takes durable tasks serverless, with handlers for Cloudflare Workers, Vercel and Node.
Comparison · Infra & APIs
Apache Airflow vs Duplicati
A side-by-side editorial comparison of Apache Airflow and Duplicati — release velocity, themes, recent moves, and the top alternatives to consider.
Apache Airflow vs Duplicati: at a glance
What is Apache Airflow?
Airflow 3.4 reaches its first release candidate, a week after the 10-20 provider wave.
Airflow published constraints for 3.4.0rc1 on Oct 28, which means core 3.4 has moved from beta to release candidate. The surrounding activity is the 2026-10-20 provider batch (Snowflake 6.20, SMTP 3.2, OpenSearch 1.15, OpenAI 2.2, Standard 1.21 and others), all published without release notes, plus a TypeScript SDK 1.0.0-beta1.
What is Duplicati?
Duplicati can now restore from versioned storage as it looked at a past point in time.
The 2.4.0.105 canary adds --remote-point-in-time, which reads a versioned bucket as it was at a chosen time, read-only, so a damaged or tampered destination can be restored without manually copying old versions. Object-lock handling now detects unsupported destinations, and Duplicati Storage gains object locks and can act as a secondary destination.
Apache Airflow vs Duplicati: editorial side-by-side
Apache Airflow
5.0INFRA · APIS
Airflow 3.4 reaches its first release candidate, a week after the 10-20 provider wave.
◆ Current state
Airflow published constraints for 3.4.0rc1 on Oct 28, which means core 3.4 has moved from beta to release candidate. The surrounding activity is the 2026-10-20 provider batch (Snowflake 6.20, SMTP 3.2, OpenSearch 1.15, OpenAI 2.2, Standard 1.21 and others), all published without release notes, plus a TypeScript SDK 1.0.0-beta1.
◆ Where it's heading
Core 3.4 is following the usual beta-to-RC path while providers ship on their own batch schedule. The TypeScript SDK beta and the common-ai provider suggest Airflow is widening who can author tasks, though the feed shows tags rather than feature notes.
◆ Prediction
Expect further 3.4.0 release candidates and then a 3.4.0 final within a few weeks; the entries don't show which features anchor it.
Duplicati
5.0INFRA · APIS
Duplicati can now restore from versioned storage as it looked at a past point in time.
◆ Current state
The 2.4.0.105 canary adds --remote-point-in-time, which reads a versioned bucket as it was at a chosen time, read-only, so a damaged or tampered destination can be restored without manually copying old versions. Object-lock handling now detects unsupported destinations, and Duplicati Storage gains object locks and can act as a secondary destination.
◆ Where it's heading
The 2.4 canaries keep pushing recoverability: restore tests, filelist recovery, Hyper-V and MSSQL as restorable sources, and now point-in-time reads against versioned storage. Together they target ransomware and corruption scenarios, while the stable 2.4.0.x line receives the fixes.
◆ Prediction
Expect these canary features to land in the next 2.4 stable release, with more work on Duplicati's own storage service.
Alternatives to Apache Airflow 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 Airflow or Duplicati.
NetBird
NetBird's second v0.82 candidate keeps the MySQL removal and deprecates Rosenpass.
GitHub
At Universe, GitHub folds Copilot into Enterprise seats and lets Copilot Fusion pick the model.
incident.io
incident.io's agent now runs your team's own tools, with a human approval before any change.
Redocly
Redocly's reunite.agent gets per-duty cron schedules, rules and source repos.
Jackett
Jackett ships a daily build to keep hundreds of torrent indexers working as sites move and close.
See all Apache Airflow alternatives → · See all Duplicati alternatives →
Recent activity from Apache Airflow and Duplicati
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoApache AirflowConstraints for Airflow 3.4.0rc1 (first 3.4 release candidate)
- 4d agoApache AirflowKeycloak provider 0.11.2 patch
- 4d agoApache AirflowOpenSearch provider 1.15.0
- 4d agoApache AirflowSMTP provider 3.2.0
- 4d agoApache AirflowHashiCorp provider 4.8.4 patch
- 4d agoApache AirflowSnowflake provider 6.20.0
- 5d agoDuplicatiDuplicati canary adds point-in-time restores from versioned storage
- 5d agoDuplicatiDuplicati 2.4.0.105 canary binaries published
- 18d agoDuplicatiDuplicati canary makes Hyper-V and MSSQL restorable sources
- 18d agoDuplicatiDuplicati 2.4.0.104 canary binaries published
- 22d agoDuplicatiDuplicati 2.4.0.1 stable hardens restore and adds reduced reporting
- 22d agoDuplicatiDuplicati 2.4.0.1 stable binaries published
Frequently asked questions
What is the difference between Apache Airflow and Duplicati?
They serve adjacent needs but don't currently overlap on shipped themes. Apache Airflow and Duplicati 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 Apache Airflow better than Duplicati?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Apache Airflow and Duplicati 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 Infra & APIs products to evaluate alongside.
What are the best alternatives to Apache Airflow?
Top Apache Airflow alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Apache Airflow alternatives" section above for the current picks, or visit /alternatives/apache-airflow 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.