MongoDB Atlas vs. TopK Comparison


MongoDB Atlas MongoDB	TopK	+	+
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About The most innovative cloud database service on the market, with unmatched data distribution and mobility across AWS, Azure, and Google Cloud, built-in automation for resource and workload optimization, and so much more. MongoDB Atlas is the global cloud database service for modern applications. Deploy fully managed MongoDB across AWS, Google Cloud, and Azure with best-in-class automation and proven practices that guarantee availability, scalability, and compliance with the most demanding data security and privacy standards. The best way to deploy, run, and scale MongoDB in the cloud. MongoDB Atlas offers built-in security controls for all your data. Enable enterprise-grade features to integrate with your existing security protocols and compliance standards. With MongoDB Atlas, your data is protected with preconfigured security features for authentication, authorization, encryption, and more.		About TopK is a serverless, cloud-native, document database built for powering search applications. It features native support for both vector search (vectors are simply another data type) and keyword search (BM25-style) in a single, unified system. With its powerful query expression language, TopK enables you to build reliable search applications (semantic search, RAG, multi-modal, you name it) without juggling multiple databases or services. Our unified retrieval engine will evolve to support document transformation (automatically generate embeddings), query understanding (parse metadata filters from user query), and adaptive ranking (provide more relevant results by sending “relevance feedback” back to TopK) under one unified roof.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook		Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Developers, data engineers, and organizations looking for a fully managed, cloud-based database solution to build scalable, secure, and high-performance applications		Audience AI-driven applications, RAG, search engines
Support Phone Support 24/7 Live Support Online		Support Phone Support 24/7 Live Support Online
API Offers API		API Offers API
Screenshots and Videos View more images or videos		Screenshots and Videos No images available
Pricing $0.08/hour Free Version Free Trial		Pricing No information available. Free Version Free Trial
Reviews/Ratings Read all reviews		Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Training Documentation Webinars Live Online In Person		Training Documentation Webinars Live Online In Person
Company Information MongoDB Founded: 2007 United States www.mongodb.com/atlas		Company Information TopK Founded: 2024 United States www.topk.io
Alternatives RaimaDB Raima		Alternatives Superlinked
ScaleGrid		txtai NeuML
Amazon Athena Amazon		Pinecone
MongoDB		Azure AI Search Microsoft
Azure Cosmos DB Microsoft View All		ArangoDB View All
Categories AI Memory Layers Big Data Data Management Database Database as a Service (DBaaS) Database Backup Database Performance Tuning Distributed Databases Document Databases Event Stream Processing NoSQL Database Unstructured Data Analysis Vector Databases		Categories Document Databases Retrieval-Augmented Generation (RAG) Semantic Search Vector Databases

Integrations AWS CloudFormation Amazon Elastic Container Service (Amazon ECS) Amazon Kinesis Collate Comet Backup Data V Datameer Entitle Golioth Google Cloud Platform HiveMQ IRI Voracity Integrate.io LLMWare.ai RadiantOne Rinalogy Search SQLyog StrongDM Studio 3T Terraform Show More Integrations View All 56 Integrations		Integrations AWS CloudFormation Amazon Elastic Container Service (Amazon ECS) Amazon Kinesis Collate Comet Backup Data V Datameer Entitle Golioth Google Cloud Platform HiveMQ IRI Voracity Integrate.io LLMWare.ai RadiantOne Rinalogy Search SQLyog StrongDM Studio 3T Terraform Show More Integrations View All 1 Integration
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