# MongoDB Atlas Vector: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 1 judge labels across 1 categories by 1 of 14 models. Page: https://it-ai-index.com/vendors/mongodb-atlas-vector/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Vector databases | 0% | 38 | 0% | 1 |

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Vector databases: 0% to 0%, ±0. New · not ranked in September 2026 · rank 38 of 44.

## In its own words

What MongoDB Atlas Vector's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Design intelligent apps with gen AI (https://learn.mongodb.com/courses/managing-atlas-vector-search-indexes)
- For: learners (https://learn.mongodb.com/courses/managing-atlas-vector-search-indexes)
- Price stated: FREE (https://learn.mongodb.com/courses/best-practices-for-atlas-vector-search-performance)
- Free plan or trial: Get started today for free (https://learn.mongodb.com/courses/best-practices-for-atlas-vector-search-performance)
- Hosting: 125+ regions worldwide, Atlas security perimeter
- Customers named: Financial Times, Novo Nordisk, Okta, Delivery Hero, Kovai

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.