MongoDB Atlas vs Vald
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
MongoDB Atlas is the stronger AI pick in Vector Databases: it has a visibility score of 12.7 versus 0 for Vald.
Choose MongoDB Atlas if…
- You want the brand AI engines rank higher (12.7 vs 0)
- You need ISO/IEC 27001:2022 or FedRAMP Moderate (Atlas for Government) or TX-RAMP Level 2 or PCI DSS or HIPAA or GDPR or CSA STAR coverage
- stores documents and vector embeddings together in one system
- good fit for teams already using MongoDB
Choose Vald if…
No clear advantage in the published data.
AI visibility side by side
Latest weekly run · Nov 2
| Metric | MongoDB Atlas | Vald |
|---|---|---|
| Visibility score | 12.7% | 0% |
| Change vs last week | New | New |
| Rank in Vector Databases | #8 | #30 |
| Share of voice | 5.5% | 0% |
| Mentions this run | 26 | 0 |
| Positive in AI answers | 28% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
MongoDB Atlas 0pp · Vald 0pp over 0 weekly runs.
Engine by engine
MongoDB Atlas leads on 3 of 3 engines
Head to head in AI answers
0 engine answers name both brands
Features, pricing & fit
| Dimension | MongoDB Atlas | Vald |
|---|---|---|
| Pricing model | Usage-based | — |
| Entry price | Free; paid from $0.011 / mo | — |
| Free plan | Yes | — |
| Deployment | Fully managed cloud with Atlas Core and Atlas Infinite deployment options, or self-managed through MongoDB Enterprise Advanced | Runs on Kubernetes 1.19 or later and is installed via Helm charts; requires AVX2 instructions for the NGT agent. |
| Integrations | 100+ | — |
| Compliance | ISO/IEC 27001:2022, FedRAMP Moderate (Atlas for Government), TX-RAMP Level 2, PCI DSS, HIPAA, GDPR, CSA STAR | — |
| Support | Basic Support included free with Atlas, Paid plans with faster response times, Named Technical Support Engineers, Extended Lifecycle Support add-on | — |
| Headquarters | New York, NY, United States | — |
| Employees | 5,000+ | — |
| Funding | IPO and stock offering · $311M raised | — |
| Best for | Development teams building AI applications and agents that need operational data, vectors and search in one platform | — |
Plans side by side
MongoDB Atlas
Vald
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
MongoDB Atlas
- stores documents and vector embeddings together in one system
- good fit for teams already using MongoDB
- built-in vector search without extra infrastructure
- vector search included in Atlas pricing with a free M0 tier
- integration with Databricks Lakebase
Vald
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “MongoDB Atlas vs Vald”, https://slateindex.ai/compare/mongodb-atlas-vs-vald, data of Nov 2, 2026. Licence: CC BY 4.0.