20+ Best Alternatives to Databricks in 2026
The data + AI company
Looking for an alternative to Databricks? Below are 20 AI startups working in the same space — ranked by our Neuron score so the most credible options come first. Each card shows what makes the tool a viable substitute, pricing signals, and funding stage.
- 1View alternative →
definity
$16.5MAgentic data engineering platform for production data pipelines
Why it's similar: Shares categories with Databricks — AI Agents, AI Infrastructure.
💵 Pricing not listed
- 2View alternative →
Dash0
$155MAI-native observability platform built on OpenTelemetry
Why it's similar: Shares categories with Databricks — AI Infrastructure, AI Data Engineering.
💵 Free
- 3View alternative →
VAST Data
$2.4BUnifying software layer for AI infrastructure
Why it's similar: Shares categories with Databricks — AI Infrastructure, AI Data Engineering.
💵 Enterprise · Contact sales
- 4View alternative →
DataRobot
$1.1BThe only unified agent workforce platform built for enterprise outcomes, not endless pilots.
Why it's similar: Shares categories with Databricks — AI Agents, AI Infrastructure.
💵 Enterprise · Contact sales
- 5View alternative →
/dev/agents
$56MAn operating system purpose-built for the era of AI agents.
Why it's similar: Shares categories with Databricks — AI Agents, AI Infrastructure.
💵 Pricing not listed
- 6View alternative →
Mem0
$24MThe memory layer for AI agents and personalized AI applications
Why it's similar: Shares categories with Databricks — AI Agents, AI Infrastructure.
💵 Free
- 7View alternative →
Source.ag
$60MApplied AI for controlled-environment agriculture and greenhouses
Why it's similar: Shares categories with Databricks — AI Agents, AI Data Engineering.
💵 Pricing not listed
- 8View alternative →
Chalk
$60MAI data platform delivering real-time context for models and agents
Why it's similar: Shares categories with Databricks — AI Infrastructure, AI Data Engineering.
💵 Enterprise · Contact sales
- 9View alternative →
Paid
$33.3MResults-based billing and monetization infrastructure for AI agents
Why it's similar: Shares categories with Databricks — AI Agents, AI Infrastructure.
💵 Free
- 10View alternative →
Coval
$3.3MSimulation and evaluation platform for voice and chat AI agents, modeled on self-driving car testing.
Why it's similar: Shares categories with Databricks — AI Agents, AI Infrastructure.
💵 Pricing not listed
- 11View alternative →
Phaidra
$75MAI agents for AI factories, optimizing complex power, cooling, and workload management systems to maximize tokens per watt.
Why it's similar: Shares categories with Databricks — AI Agents, AI Infrastructure.
💵 Enterprise · Contact sales
- 12View alternative →
DualBird
$25MHardware-accelerated, cloud-native engine for faster, cheaper data and AI processing
Why it's similar: Shares categories with Databricks — AI Infrastructure, AI Data Engineering.
💵 Enterprise · Contact sales
- 13View alternative →
Vectara
$28.5MThe Unified Context Layer for building AI agents across SaaS, VPC, and On-Prem environments.
Why it's similar: Shares categories with Databricks — AI Agents, AI Infrastructure.
💵 Enterprise · Contact sales
- 14View alternative →
Dust
$21MDeploy, orchestrate, and govern fleets of specialized AI agents safely connected to your company's knowledge and tools.
Why it's similar: Shares categories with Databricks — AI Agents, AI Infrastructure.
💵 Enterprise · Contact sales
- 15View alternative →
Trigger.dev
$19MBuild and deploy fully-managed AI agents and workflows in TypeScript with long-running tasks, retries, queues, and observability.
Why it's similar: Shares categories with Databricks — AI Agents, AI Infrastructure.
💵 Free · From $10/mo
- 16View alternative →
Runloop
$7MEnterprise-grade cloud infrastructure and devboxes for AI coding agents
Why it's similar: Shares categories with Databricks — AI Agents, AI Infrastructure.
💵 Free
- 17View alternative →
Calice
$2.5MAI-powered virtual field trials for crop breeding
Why it's similar: Shares categories with Databricks — AI Agents, AI Data Engineering.
💵 Pricing not listed
- 18View alternative →
Agnes AI
$10MSingapore-based Agentic Intelligence infrastructure platform that lets AI agents reason and collaborate.
Why it's similar: Shares categories with Databricks — AI Agents, AI Infrastructure.
💵 Pricing not listed
- 19View alternative →
Leta
$8MAI-driven logistics platform making last-mile delivery cheaper in Africa
Why it's similar: Shares categories with Databricks — AI Agents, AI Data Engineering.
💵 Pricing not listed
- 20View alternative →
Browserbase
UndisclosedBrowserbase makes the web as reliable and programmable as APIs for your AI agents.
Why it's similar: Shares categories with Databricks — AI Agents, AI Infrastructure.
💵 Free
Frequently asked questions
What are the best alternatives to Databricks?
The top-ranked alternatives to Databricks on NeuronFeed are definity, Dash0, VAST Data, DataRobot, /dev/agents. Rankings are based on our Neuron score, which weighs funding, momentum and editorial signal.
Is there a free alternative to Databricks?
Yes — Dash0, Mem0, Paid offer a free plans. See the pricing column for each alternative above.
How is this list ranked?
We rank alternatives by shared categories with Databricks, then by our proprietary Neuron score (0–100) which combines funding, team quality, momentum, and editorial input. The list refreshes every 30 days.
Databricks vs definity — which is better?
It depends on use case. definity (Agentic data engineering platform for production data pipelines) is the #1-ranked alternative. See the full side-by-side at /compare/databricks-vs-definity-ai.
Explore more around Databricks
Contextual paths to related AI startups, deals and rankings.