Databricks vs Monte Carlo: who uses which
Customers, public proof and the companies that use both.
On usedby, 38 companies use Databricks and 69 use Monte Carlo. 4 companies use both, including Mercedes Benz, Toyota, and Nasdaq. Databricks leads among the Fashion & Apparel companies on usedby that use either tool, Monte Carlo among the Fintech & Payments companies.Latest check Oct 8, 2026: 106 of 107 public lines checked. Counts include every proof level, job-post signals included. Companies named on both have a confirmed or observed line on each side.
Who uses Databricks, Monte Carlo, or both
Every company with a public proof for at least one of the two tools.
33
use only Databricks
4
companies use both
64
use only Monte Carlo
33 companies use only Databricks, 64 use only Monte Carlo and 4 use both, out of the 102 companies on usedby that use at least one of them.
1 more company is listed for both, with a job post on one side: not counted as using both.
Where it lands
Newest customers
No new customer since tracking started on October 2, 2026.
Where it lands
Newest customers
No new customer since tracking started on October 7, 2026.
Who uses both
Companies with a confirmed or observed line on both tools.
| Company | First public proof, Monte Carlo |
|---|---|
 Mercedes Benz | On or before Oct 2026 |
 Toyota | On or before Oct 2026 |
 Nasdaq | On or before May 2026 |
 JetBlue | On or before Jun 2026 |
By industry
Which tool the companies on usedby use, by industry. Shares of the companies on usedby that use Databricks, Monte Carlo or both: a share of the companies on usedby, not of the market.
Databricks onlyBothMonte Carlo only
More common with Databricks
- Fashion & Apparel4 of the 5 Fashion & Apparel companies on usedby that use either tool use Databricks.
More common with Monte Carlo
- Fintech & Payments3 of the 5 Fintech & Payments companies on usedby that use either tool use Monte Carlo.
Source: confirmed and observed usedby lines. Job-post signals, the weakest proof level, are left out of these shares.
Side by side
Facts from our data and from each vendor's public pages. Each line says where it comes from.
DatabricksMonte CarloWhat customers report
Results as the vendor or the customer published them, with the source and the date.
Databricks
Shell currently has over 100 AI projects running
Shell
Vendor case study, databricks.com, captured Oct 2, 2026
over 850 active power users successfully utilizing Databricks
KPMG
Vendor case study, databricks.com, captured Oct 2, 2026
Monte Carlo
No reviewed story for Monte Carlo yet.
Questions about Databricks and Monte Carlo
Which is used more, Databricks or Monte Carlo?
Monte Carlo has more customers on usedby: 69 against 38 for Databricks. Databricks leads among the Fashion & Apparel companies on usedby that use either tool, Monte Carlo among the Fintech & Payments companies.
Do companies use both Databricks and Monte Carlo?
Yes. 4 companies use both on usedby, including Mercedes Benz, Toyota, and Nasdaq.
Who uses Databricks?
38 companies on usedby, each with the public page that shows it. See who uses Databricks.
Who uses Monte Carlo?
69 companies on usedby, each with the public page that shows it. See who uses Monte Carlo.
How does usedby count customers?
A company counts when a public page shows it: a vendor's customer page, a case study, a press release or a job post, most saved with a dated capture. Every line is a customer, at one of three proof levels: confirmed, observed or signal (a job post, the weakest). A company is named as using both tools when its lines on both are confirmed or observed.