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Alternatives · Infra & APIs
Databricks alternatives
The best Databricks alternatives in Infra & APIs, ranked by Sparkpulse's velocity_score.
About 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.
Velocity 5.0 · Last update 1mo ago
Top 12 alternatives to Databricks
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
INFRA · APIS
Retool pushes self-hosted 4.0 to stable, laying RBAC and security groundwork for enterprise.
INFRA · APIS
Unleash leans hard into AI-agent governance and self-hosting as its crawled feed fills with thought-leadership.
INFRA · APIS
Auth0 hardens enterprise provisioning and refresh-token control, with AI agents in view
INFRA · APIS
Depot turns its build-acceleration compute into a metered backend for AI agents.
INFRA · APIS
ElevenLabs widens from TTS into a full voice-agent and music platform
INFRA · APIS
Warp drops the terminal framing to bet on cloud software factories and agent orchestration
INFRA · APIS
Rootly is wiring an AI agent and enterprise controls into the incident-response core.
INFRA · APIS
Ably builds an AI agent transport on top of its realtime stack — human-in-the-loop and branching land in v0.3
INFRA · APIS
SigNoz puts its AI teammate Noz in front of every cloud user.
INFRA · APIS
Cursor pushes past the editor into an agent platform — automations, cloud agents, and its own models.
INFRA · APIS
Tailscale is extending its identity fabric from networking into AI agent access.
Frequently asked questions
What are the best alternatives to Databricks?
The top Databricks alternatives we currently track in Infra & APIs are GitHub, Retool, Unleash, Auth0, Depot, ranked by recent ship velocity.
How is this list of Databricks alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Databricks directly with one of these alternatives?
Yes — every card has a "Compare with Databricks" link to a side-by-side /compare page.