GravityKit
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Comparison · Infra & APIs
Databricks vs KrakenD
A side-by-side editorial comparison of Databricks and KrakenD — release velocity, themes, recent moves, and the top alternatives to consider.
Databricks vs KrakenD: at a glance
What is Databricks?
Databricks lands DBR 18.2 GA on Spark 4.1; the 18.x line is the active story, older LTS pages are mostly doc refreshes.
The substantive shipping event in the window is Databricks Runtime 18.2 GA on May 4, the latest minor in a fast 18.x cadence on Spark 4.1.0 (18.0 in January, 18.1 in March, 18.2 Beta on April 8, GA on May 4). The rest of the recent feed is an April 13 documentation refresh that updated release notes for older LTS versions — 14.3, 15.4, 16.4, 17.3, 13.3 — without new shipping behind them.
What is KrakenD?
KrakenD's community edition is shipping only dependency bumps.
The two tracked KrakenD releases are patch releases of the community edition. 2.13.10 in August moved to Go 1.26.7, and 2.13.11 in September bumped the gRPC and RabbitMQ client libraries.
Databricks vs KrakenD: editorial side-by-side
Databricks
5.0INFRA · APISANALYTICS
Databricks lands DBR 18.2 GA on Spark 4.1; the 18.x line is the active story, older LTS pages are mostly doc refreshes.
◆ Current state
The substantive shipping event in the window is Databricks Runtime 18.2 GA on May 4, the latest minor in a fast 18.x cadence on Spark 4.1.0 (18.0 in January, 18.1 in March, 18.2 Beta on April 8, GA on May 4). The rest of the recent feed is an April 13 documentation refresh that updated release notes for older LTS versions — 14.3, 15.4, 16.4, 17.3, 13.3 — without new shipping behind them.
◆ Where it's heading
Databricks is pushing Spark 4.1 hard through the runtime line: JDK 21 default in 18.x, breaking changes around NULL preservation and partition columns, aggressive deprecation of older behaviors (input_file_name removal, AWS SDK v1 shading). The 18.x cadence is roughly one minor every six weeks, and 16.4 LTS is acting as the bridge for customers needing to migrate Scala 2.12 code to 2.13 before they can move to 17 or 18.
◆ Prediction
Expect an 18.x LTS designation later in 2026 once the line stabilizes, with continued behavioral hardening and more shaded dependency cleanup. Doc refreshes for older LTS versions — particularly 13.3 LTS, which is close to its August 2026 end-of-support — will likely keep landing as Databricks pushes customers up the runtime stack.
KrakenD
0.0INFRA · APIS
KrakenD's community edition is shipping only dependency bumps.
◆ Current state
The two tracked KrakenD releases are patch releases of the community edition. 2.13.10 in August moved to Go 1.26.7, and 2.13.11 in September bumped the gRPC and RabbitMQ client libraries.
◆ Where it's heading
The open-source gateway is in maintenance mode in this feed, kept current on Go and dependencies. Two entries are too few to say where the product is heading.
◆ Prediction
Unclear from these entries; more dependency patch releases are the only pattern visible.
Alternatives to Databricks and KrakenD
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 Databricks or KrakenD.
Payload CMS
Payload's v4 beta.9 keeps every past image crop and raises the Node floor again.
Nautobot
Nautobot 3.3 alpha 2 adds test helpers and a cable location filter after 3.2.9's token-leak fix.
Clair
Clair 4.10 RC can read SBOMs to match Java vulnerabilities.
Shuffle
Shuffle tags builds almost daily, but the notes are empty.
Velociraptor
Velociraptor's recent releases are mostly about patching CVEs.
See all Databricks alternatives → · See all KrakenD alternatives →
Recent activity from Databricks and KrakenD
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2mo agoKrakenDKrakenD CE 2.13.11 bumps gRPC and RabbitMQ libraries
- 2mo agoKrakenDKrakenD CE 2.13.10 moves to Go 1.26.7
- 6mo agoDatabricksDatabricks Runtime 18.2 (released May 4, 2026)
- 7mo agoDatabricksDBR 18.0 documentation refresh
- 7mo agoDatabricksDatabricks Runtime 15.4 LTS Databricks Runtime 15.4 LTS for Machine Learning 3.5.0Aug 19, 2024Aug 19, 2027
- 7mo agoDatabricksDatabricks Runtime 13.3 LTS Databricks Runtime 13.3 LTS for Machine Learning 3.4.1Aug 22, 2023Aug 22, 2026
- 7mo agoDatabricksDatabricks Runtime 17.3 LTS Databricks Runtime 17.3 LTS for Machine Learning 4.0.0Oct 22, 2025Oct 22, 2028
- 7mo agoDatabricksDatabricks Runtime 18.2 (Beta) Databricks Runtime 18.2 for Machine Learning (Beta) 4.1.0Apr 8, 2026Oct 8, 2026
Frequently asked questions
What is the difference between Databricks and KrakenD?
They serve adjacent needs but don't currently overlap on shipped themes. Databricks is currently shipping more aggressively (velocity 5.0 vs 0.0), 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 Databricks better than KrakenD?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Databricks is currently shipping more aggressively (velocity 5.0 vs 0.0), 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 Databricks?
Top Databricks alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Databricks alternatives" section above for the current picks, or visit /alternatives/databricks for the full list with editorial commentary on each.
What are the best alternatives to KrakenD?
Top KrakenD alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "KrakenD alternatives" section above for the current picks, or visit /alternatives/krakend for the full list with editorial commentary on each.