Is MongoDB Atlas better than Qdrant in 2026?

It depends on your needs. Both rated 4.5/5 by users. MongoDB Atlas excels at mongodb atlas is the fully managed cloud database service for mongodb, adding vector search capabilities via atlas vector search. runs on aws, azure, and gcp. free tier (512mb); paid from $57/month for dedicated clusters. vector search is available on m10+ clusters., while Qdrant focuses on qdrant is an open-source vector database written in rust, optimized for high-performance similarity search with rich filtering, named vectors, and on-disk indexing. free self-hosted; qdrant cloud from $0/month free tier. fastest growing vector database in production deployments.. MongoDB Atlas starts at $57/mo; Qdrant starts at free tier.

Which is cheaper, MongoDB Atlas or Qdrant?

MongoDB Atlas starts at $57/mo; Qdrant starts at free tier. MongoDB Atlas has a free plan, and Qdrant also offers a free tier.

Can I migrate from MongoDB Atlas to Qdrant?

Most users can switch between these tools. Qdrant supports data import from MongoDB Atlas. Plan 1-3 days for migration depending on data volume and team size.

What are the key differences between MongoDB Atlas and Qdrant?

MongoDB Atlas uniquely offers Vector Search (Atlas Vector Search), Document Database (MongoDB), Full-Text Search (Lucene). Qdrant uniquely offers Open Source (Apache 2.0), Written in Rust, HNSW Index. Both share 1 features including LangChain Integration. MongoDB Atlas starts at $57/mo; Qdrant starts at free tier. Founded in 2007 and 2021 respectively.

When was this MongoDB Atlas vs Qdrant comparison last updated?

This comparison was last updated on May 13, 2026. We review and refresh our comparisons regularly to reflect the latest pricing, features, and ratings from MongoDB Atlas and Qdrant.

Home›Vector Databases›Compare›MongoDB Atlas vs Qdrant

Updated May 13, 2026 · Independent Analysis

MongoDB AtlasvsQdrant

Capability Overview

MongoDB Atlasvs Qdrant

★ 4.5/5

Only in MongoDB Atlas

✦ Vector Search (Atlas Vector Search)
✦ Document Database (MongoDB)
✦ Full-Text Search (Lucene)

✓ Free planFrom $57/mo500k+ users · est. 2007

View Full Review Try MongoDB Atlas Free

Qdrantvs MongoDB Atlas

★ 4.5/5

Only in Qdrant

✦ Open Source (Apache 2.0)
✦ Written in Rust
✦ HNSW Index

✓ Free plan3k+ users · est. 2021

View Full Review Try Qdrant Free

Pricing Features Pros & Cons At a Glance FAQ Related

Pricing Intelligence

MongoDB Atlas Plans

Free tier available

Free0

Free

• 512MB storage
• Shared cluster
• Vector search included

Serverless

Custom

• $0.10/1M reads
• Auto-scale
• No capacity planning

DedicatedBest Value

$57/mo

• M10 cluster
• Dedicated resources
• Backup & HA

Full MongoDB Atlas Pricing Breakdown →

Qdrant Plans

Free tier available

Open Source0

Open Source

• Full features
• Apache 2.0
• Docker deployment

Qdrant Cloud

Custom

• From $0.014/hr
• Managed clusters
• Free tier available

Enterprise

Custom

• Private cloud
• SSO
• Dedicated support

Full Qdrant Pricing Breakdown →

Feature Matrix

2 differences found across 10 standardized features

Feature

MongoDB Atlas

Qdrant

Open Source

✗

✓

On-Premises

✗

✓

Total (raw)

Pros & Cons Face-Off

Evaluative strengths and weaknesses — not feature lists

MongoDB Atlas

Pros

+Unified operational + vector database eliminates extra infrastructure
+500k+ developers already familiar with MongoDB
+Strong free tier and serverless option
+Hybrid search combines vectors with full-text Lucene

Cons

−Vector search performance trails purpose-built solutions
−Managed-cloud only — no self-hosted Atlas

Qdrant

Pros

+Top benchmark performance via Rust and quantization
+Named vectors enable multimodal and complex search patterns
+Binary quantization reduces memory 32x
+Excellent documentation and developer experience

Cons

−Smaller managed cloud ecosystem than Pinecone
−Newer company — fewer enterprise customer references

At a Glance

User Rating

4.5/5vs4.5/5

MongoDB Atlas

Qdrant

Starting Price

$57/movsPay-per-use

MongoDB Atlas

▲

Qdrant

Feature Count

16 featuresvs16 features

MongoDB Atlas

Qdrant

User Base

500vs3

MongoDB Atlas

▲

Qdrant

Frequently Asked Questions

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MongoDB Atlas vs Pinecone →MongoDB Atlas vs Weaviate →MongoDB Atlas vs Milvus / Zilliz Cloud →Qdrant vs Chroma →Qdrant vs pgvector →Qdrant vs Databricks Vector Search →MongoDB Atlas Alternatives →Qdrant Alternatives →

Authored by Oleh Kem·Reviewed by Oleh KemExpert verified·Updated May 13, 2026·Our methodology