MongoDB Atlas
Managed multi-cloud document database with built-in search and vector search
Score breakdown
What makes up this score
- 1 independent review sources
- 901 third-party reviews counted
- 2 answer engines measured
- cross-model consistency 0.98
- 5 web authority signals
- average citing-domain authority 35
- 100% of the category rubric covered
- No approved user reviews yet
Explanation
Why MongoDB Atlas ranks #7
MongoDB Atlas ranks #7 of 10 managed databases with a TOP SCORE of 51.
The category leader scores 56, a gap of 5 points.
That is 1 points above the category average of 50.
Its strongest component is External Reputation at 86; its weakest is Web Authority at 18.
No usable evidence was found for TOP10 User Score, so that weight was redistributed across the components that are evidenced.
Generated from the recorded evidence behind this score, not from editorial opinion. How scoring works.
Score history
How the score has moved
60 → 51 ↓9.0
External reputation
What third-party sources publish
| Source | Published | Normalised | Reviews | Last checked | Method |
|---|---|---|---|---|---|
| G2 ↗ | 4.5/5 | 90 | 901 | 31 Aug 2026 | permitted crawl |
AI visibility
How answer engines treat this platform
| Engine | Mention | Recommendation | Citation | Avg position | Queries | Measured |
|---|---|---|---|---|---|---|
| claude sonnet 5 grounded | 25% | 8% | 8% | 5.3 | 12 | 1 Sept 2026 |
| claude sonnet 5 parametric | 42% | 17% | 0% | 7.2 | 12 | 1 Sept 2026 |
| claude sonnet 5 grounded | 17% | 8% | 8% | 3.0 | 12 | 1 Sept 2026 |
| claude sonnet 5 parametric | 33% | 17% | 0% | 6.5 | 12 | 1 Sept 2026 |
Web authority
Citations and independent coverage
- G231 Aug 2026
- Capterra31 Aug 2026
- CloudZero31 Aug 2026
- Knowi31 Aug 2026
- JustCancel31 Aug 2026
TOP10 users
What our users report
No published reviews yet. Reviews are moderated before they appear and are never removed at a business's request.
Company information
The facts on file
- Description
- MongoDB Atlas is a managed, multi-cloud document (NoSQL) database delivered as a service, positioned by the vendor as a developer data platform combining transactional workloads, full-text search, vector search, time series and stream processing in one engine. It handles structured, semi-structured and unstructured data with a dynamic schema and supports horizontal scalability and sharding to petabyte scale. It is aimed at development teams that want cluster provisioning, backups, monitoring and scaling handled for them, including teams adding AI/vector workloads alongside operational data.
- Category
- Managed Databases
- Products
- MongoDB Atlas managed clusters (Free / Flex / Dedicated), Atlas Search (full-text), Atlas Vector Search, Time series collections, Stream processing, On-premises deployment option
- Markets
- SMB, Mid-Market, Enterprise, Startups, Developer teams
- Integrations
- AWS, Google Cloud, Microsoft Azure, JavaScript / Node.js drivers, Atlas Administration API
- Pricing
- Not published (vendor pricing page could not be retrieved this session); third parties cite Flex from roughly $8/month and dedicated M10 at roughly $0.08/hour (~$57/month) · free tier: M0 free cluster; third-party sources describe 512MB storage with shared RAM and vCPU. Capterra's provider listing records a free version but no free trial. pricing page ↗
- Regulatory
- MongoDB, Inc. is a publicly listed US company and markets compliance-driven deployment options, but no specific certifications (SOC 2, HIPAA, PCI DSS, GDPR or FedRAMP) and no SSPL licence terms could be verified from a primary source in this session.
- Official website
- https://www.mongodb.com/atlas ↗
- Last verified
- 31 Aug 2026
Compare
Head to head
Category context
- This platform51
- Category leader56
- Category average50
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