Real-Time Analytics for JSON. Reborn.
The API for 100x faster analytics on MongoDB®. No query changes. No transformations.
Try SingleStore Kai™Watch Overview
SingleStore is not a MongoDB® partner. SingleStore Kai™ is an API that offers compatibility and enhanced performance for applications built on MongoDB®.
The Real-Time Challenge of JSON Data
Users have often turned to MongoDB® to store and process JSON data. However, MongoDB® is a document database and isn’t performant enough or designed to power fast analytics or aggregations on JSON.
![Challenge of JSON Data](/images/pages/kai/2_diagram_json_data_desktop.png)
Introducing SingleStore Kai™
SingleStore Kai™ is a fast, easy and powerful API to drive up to 100x faster analytics on your MongoDB® applications — without any query changes, application migration or data transformations.
100x Faster Analytics
Drive up to 100x faster aggregations and analytics on JSON data for your MongoDB® applications — and up to 1,000x for some queries.
Zero Code Changes.
Zero Data Transformations.
No need for any schema migrations or changes to MongoDB® queries for most applications.
Generative AI on JSON Data
Run vector and semantic searches with dot_product and euclidean_distance on JSON data.
Combined Power of SQL & NoSQL
Get the schema flexibility and ease-of-use of NoSQL, with the speed and analytical power of SQL.
SingleStore Kai™ - Key Use Cases:
New application development on JSON
Build new interactive JSON applications faster
- Same MongoDB drivers and tools
- Free-Tier to get started
- > 80% API coverage
NoSQL to SQL migration
Simplify your data architecture
- Unify SQL and NoSQL queries in a single engine
- No data movement for analytics
AVAILABLE NOW
Try SingleStore Kai™
SingleStore Kai™ is now generally available (GA) on all major clouds, and is included at no additional cost.
Try SingleStore Kai™
DEMO
See It in Action
Get a side-by-side comparison of how SingleStore Kai™ performs against MongoDB® when it comes to analytics — even with 10x the data.
Watch a Demo
![SingleStore Kai and MongoDB<sup>®</sup> comparison](/images/pages/kai/5_card_comparison.png)
SingleStore vs. MongoDB® Query Performance
Curious how SingleStore Kai™ stacks up against MongoDB® for query speed? Check out the full results on our blog.
(Lower is Better)
Query 1SingleStore Kai™: 0.014s MongoDB Atlas 12.528s
894x
Faster
Query 2SingleStore Kai™: 0.149s MongoDB Atlas 21.187s
142x
Faster
Query 3SingleStore Kai™: 0.188s MongoDB Atlas 44.678s
237x
Faster
Query 4SingleStore Kai™: 0.271s MongoDB Atlas 81.120s
299x
Faster
How SingleStore Kai™ Delivers Faster JSON Analytics
![Singlestore Kai Schematics](/images/pages/kai/7_diagram_analytics.png)
Augment MongoDB®
SingleStore effectively augments MongoDB®to serve as the analytical engine (while MongoDB® continues to be the operational database).
Real-Time CDC
SingleStore Kai™ features new native data replication tooling that gives you the ability to do a one-time snapshot, or continuous CDC from MongoDB® to SingleStore.
Wire Compatible
SingleStore Kai™ is MongoDB® wire compatible, translating MongoDB® queries into SQL statements. So no re-writing your MongoDB® queries or undertaking complex data transformations.
Kai + Notebooks
With native integration and support for MongoDB® drivers, Notebooks, Kai Shell and a free tier to get started, SingleStore Kai™ makes it easy for developers to build applications using JSON
How to get started with SingleStore Kai™
With three easy steps, developers can now drive fast analytics on their JSON collections within MongoDB®. Looking for more ways to achieve faster analytics with SingleStore Kai™? Read our documentation.
STEP 1
Create a link to your remote MongoDB®STEP 2
Select collections you want to replicate and check for replication to be completeSTEP 3
Enjoy much faster analytics queries over those collections
123456789101112db.runCommand({ createLink: "myLink", uri: "mongodb+srv://admin:<password>@cluster0.gsdas.example.com ?retryWrites=true&w=majority", });
![Demo - SingleStore Kai and Real-Time CDC in from MongoDB](https://images.contentstack.io/v3/assets/bltac01ee6daa3a1e14/blt8a3408be2308f76a/64e89ef736241b10c58a0679/img_resources_DevDays_multipurpose.png?crop=60p%2C60p%2Cx40p%2Cy0&auto=webp&width=320&disable=upscale)
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