Databricks
Databricks
★ #17 in AI PlatformsProduct status: Status not recorded
No lifecycle review is recorded for this listing. Its inclusion in the directory does not confirm current availability; check the vendor before relying on it.
No status check date recorded
A managed data and AI platform combining pipelines, SQL analytics, model workflows and catalog governance across cloud deployments. No lifecycle review is recorded for this listing. Its inclusion in the directory does not confirm current availability; check the vendor before relying on it.
Product preview
Decision notes
Official-document research
Based on the cited documentation. We did not use the product, purchase a plan, or run quality, speed or reliability tests in this review.
Consider it for
- Teams able to operate cloud data permissions and usage budgets
Choose another approach if
- Expecting one flat all-inclusive AI subscription
Pricing and conditions
Documented terms
PAYG measures usage to seconds; DBUs measure normalized processing rather than tokens. Non-Azure PAYG is billed monthly, sometimes more often; Azure is billed by Microsoft. Contract defaults to USD with applicable taxes extra, subject to Order. Compute, storage/networking, region and cloud affect the total. Trial credits/expiry are account-dependent and your own cloud can still charge. Exact SKU amounts, model costs, minimums and regional invoice were not confirmed; no annual discount or uniform free allowance is assumed.
Pricing source read:
Pricing or terms sourceCode, model and service licensing
Hosted platform access is for customer/affiliate business purposes, with resale restrictions; Spark and other open-source components have separate licenses. Customers retain relative input/output rights, not all model weights. Service terms prohibit training GenAI offered to third parties on customer content, while specified service improvement and Usage Data processing remain permitted. Third-party offerings and actual DPA/Order govern their paths. GenAI indemnity is conditional on covered GA text outputs and required controls, not copyright clearance. Retention and actual configuration were not verified.
Basis and limits of the recorded score
Original 4.6/5 retained; the original scoring worksheet and hands-on evidence are unavailable. This documentation review did not re-score the product.
Overview
Databricks combines cloud data engineering, warehousing, notebooks and AI/ML workflows. Unity Catalog supplies a common permissions and sharing layer; open-source integrations do not make the entire hosted platform open source.
Assess the selected cloud, SKU, data access controls and model agreement together. The public pricing page describes usage billing but did not expose a complete SKU rate card in the retrieved body.
Sources
The factual claims in this review were read from the pages below. Each date is when an editor last opened the source, not when the product changed.
- Vendor documentation Checked 2026-10-15
- Vendor pricing page Checked 2026-10-15
- Vendor documentation Checked 2026-10-15
- Vendor documentation Checked 2026-10-15
Pros / Cons
Pros
- Data and model work share a platform
- Documented catalog governance
Cons
- Several infrastructure and service cost components
- Configuration and provider contracts remain necessary
Who it's for
Governed data pipelines and analytics
ML workflows alongside enterprise data
Bottom line
Quote the actual workload and contract; component openness is not a platform license.
Key Features
Tags
Frequently asked questions
Is Databricks currently available?
No lifecycle review is recorded for this listing. Its inclusion in the directory does not confirm current availability; check the vendor before relying on it.
What is Databricks?
Databricks is a AI Platforms tool developed by Databricks. A managed data and AI platform combining pipelines, SQL analytics, model workflows and catalog governance across cloud deployments.
What costs and terms should I check for Databricks?
PAYG measures usage to seconds; DBUs measure normalized processing rather than tokens. Non-Azure PAYG is billed monthly, sometimes more often; Azure is billed by Microsoft. Contract defaults to USD with applicable taxes extra, subject to Order. Compute, storage/networking, region and cloud affect the total. Trial credits/expiry are account-dependent and your own cloud can still charge. Exact SKU amounts, model costs, minimums and regional invoice were not confirmed; no annual discount or uniform free allowance is assumed.
Is Databricks open source?
Hosted platform access is for customer/affiliate business purposes, with resale restrictions; Spark and other open-source components have separate licenses. Customers retain relative input/output rights, not all model weights. Service terms prohibit training GenAI offered to third parties on customer content, while specified service improvement and Usage Data processing remain permitted. Third-party offerings and actual DPA/Order govern their paths. GenAI indemnity is conditional on covered GA text outputs and required controls, not copyright clearance. Retention and actual configuration were not verified.
What are the best alternatives to Databricks?
Notable AI Platforms alternatives include Hugging Face, Replicate, Ollama. Browse all 138 tools in our AI Platforms category for a full overview.
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Basic Info
- Pricing
- Pay-as-you-go
PAYG measures usage to seconds; DBUs measure normalized processing rather than tokens. Non-Azure PAYG is billed monthly, sometimes more often; Azure is billed by Microsoft. Contract defaults to USD with applicable taxes extra, subject to Order. Compute, storage/networking, region and cloud affect the total. Trial credits/expiry are account-dependent and your own cloud can still charge. Exact SKU amounts, model costs, minimums and regional invoice were not confirmed; no annual discount or uniform free allowance is assumed.
- Editorial score
- ★ 4.6 / 5 How we score
- Platforms
- CloudAPINotebooks
- Last verified
- Not recorded
