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 →
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
- 3View 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
- 4View 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
- 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 →
Paid
$33.3MResults-based billing and monetization infrastructure for AI agents
Why it's similar: Shares categories with Databricks — AI Agents, AI Infrastructure.
💵 Free
- 7View 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
- 8View alternative →
1001
$39MSovereign AI operating systems for critical infrastructure across the Gulf
Why it's similar: Shares categories with Databricks — AI Agents, AI Infrastructure.
💵 Enterprise · Contact sales
- 9View 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
- 10View 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
- 11View alternative →
Exa
$102MSearch for AI applications
Why it's similar: Shares categories with Databricks — AI Agents, AI Infrastructure.
💵 Free
- 12View alternative →
Hex
$70MThe collaborative data workspace with AI.
Why it's similar: Shares categories with Databricks — AI Agents, AI Data Engineering.
💵 Free · From $24/mo
- 13View 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
- 14View alternative →
AI21 Labs
$336MAdvanced language AI for enterprise applications
Why it's similar: Shares categories with Databricks — AI Agents, AI Infrastructure.
💵 Freemium
- 15View alternative →
Onehouse
$68MFully managed universal data lakehouse built on Apache Hudi, Iceberg and Delta Lake
Why it's similar: Shares categories with Databricks — AI Infrastructure, AI Data Engineering.
💵 Enterprise · Contact sales
- 16View alternative →
Simile
$300MGenerative AI agents trained on real interviews and transactions to simulate human decision-making.
Why it's similar: Shares categories with Databricks — AI Agents, AI Data Engineering.
💵 Pricing not listed
- 17View alternative →
Daytona
$29MSecure, elastic sandbox infrastructure for running AI-generated code
Why it's similar: Shares categories with Databricks — AI Agents, AI Infrastructure.
💵 Free trial
- 18View alternative →
Indexable
$500KSandbox infrastructure for AI agents with millisecond full-environment forks.
Why it's similar: Shares categories with Databricks — AI Agents, AI Infrastructure.
💵 Usage-based
- 19View alternative →
Dash0
$155MAI-native observability platform built on OpenTelemetry
Why it's similar: Shares categories with Databricks — AI Infrastructure, AI Data Engineering.
💵 Free
- 20View alternative →
Above Security
$50MAI-agent platform for insider-threat detection
Why it's similar: Shares categories with Databricks — AI Agents, AI Infrastructure.
💵 Pricing not listed
Frequently asked questions
What are the best alternatives to Databricks?
The top-ranked alternatives to Databricks on NeuronFeed are definity, DataRobot, Dust, VAST Data, /dev/agents. Rankings are based on our Neuron score, which weighs funding, momentum and editorial signal.
Is there a free alternative to Databricks?
Yes — Dust, Paid, Mem0 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.