MongoDB Atlas Vector Search
Vector search inside your MongoDB database
MongoDB Atlas Vector Search stores embeddings next to operational documents in Atlas and supports pre-filtering and hybrid queries that combine vector and full-text results. MongoDB acquired Voyage AI, a maker of embedding and reranking models, in February 2025 to build those models into Atlas.
| Pricing from | Free tier; dedicated from $56.94/month |
| Best for | Apps already built on MongoDB |
| Website | www.mongodb.com/products/platform/atlas-vector-search |
MongoDB Atlas Vector Search pricing
Has a free plan. Pricing as Lister records it: Free tier; dedicated from $56.94/month
Prices change: check MongoDB Atlas Vector Search's own pricing page before you buy.
Strengths and trade-offs
- No separate database to keep in sync
- Free tier includes vector indexes
- Best value only on MongoDB
- Dedicated search nodes cost extra
Appears in
Alternatives to MongoDB Atlas Vector Search
 PineconeManaged vector database for semantic search at scale | #1 in Top 10 Vector Databases | 96.8 |
 QdrantVector search engine optimised for extended filtering and production workloads | #2 in Top 10 Vector Databases | 95.3 |
 MilvusOpen-source vector database engineered for scalable similarity search | #3 in Top 10 Vector Databases | 94.1 |
 WeaviateOpen-source vector search platform with GraphQL API | #4 in Top 10 Vector Databases | 92.9 |
 Elasticsearch | #5 in Top 10 Vector Databases | 91.6 |
 turbopufferVector and full-text search on object storage | #6 in Top 10 Vector Databases | 90.4 |
Questions about MongoDB Atlas Vector Search
How much does MongoDB Atlas Vector Search cost?
MongoDB Atlas Vector Search's pricing, as Lister records it: Free tier; dedicated from $56.94/month.
Is MongoDB Atlas Vector Search free?
Yes. Its pricing reads: Free tier; dedicated from $56.94/month.
Who is MongoDB Atlas Vector Search best for?
MongoDB Atlas Vector Search is best for apps already built on MongoDB.
Where does MongoDB Atlas Vector Search rank?
MongoDB Atlas Vector Search is ranked #7 in Top 10 Vector Databases (Lister Score 89.2).
What are the best alternatives to MongoDB Atlas Vector Search?
The closest alternatives on Lister are Pinecone (#1 in Top 10 Vector Databases), Qdrant (#2 in Top 10 Vector Databases) and Milvus (#3 in Top 10 Vector Databases).
Add this badge to your site
If you work at MongoDB Atlas Vector Search, paste this code into your website to show where it ranks on Lister. The badge links to the ranking and updates within a day when the rank changes.
#7 in Top 10 Vector Databases
Is this your company?
Claim MongoDB Atlas Vector Search to suggest corrections to its listing (pricing, features, details) or ask about an enhanced profile. We review every claim before anything changes.