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TiDB Cloud

PingCAP

Reviews from AWS customer

2 AWS reviews
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External reviews

73 reviews
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4-star reviews ( Show all reviews )

    sanketh .

Effortless Integration of Structured and Vector Data

  • February 12, 2026
  • Review provided by G2

What do you like best about the product?
I like how well TiDB handles both structured data and vector search in one place. It makes it easy to store shelter details and vector embeddings in the same database, allowing me to do semantic matching and apply filters like capacity and distance in a single query. The integration of relational and vector data management in one system significantly simplifies development and maintenance. TiDB Serverless is also great for its scalability and ease of setup, enabling me to quickly build and test systems without handling infrastructure setup. Despite constant updates from AI agents, the performance remains steady, making it reliable for real-time situations like disaster response.
What do you dislike about the product?
One area where TiDB could improve is by offering more detailed documentation and examples focused on vector search scenarios. Although the core features worked well, I initially needed to experiment with query structures, similarity thresholds, and indexing approaches to get accurate shelter matching results. More hands-on guides or best practices for real-world AI applications would make it easier for people to adopt and use TiDB effectively. Also, having better built-in observability for vector queries, like clearer performance metrics or explanations of similarity scores, would help with tuning and troubleshooting. Since my project involved multiple AI agents and real-time updates, greater transparency into how vector queries perform would make optimization easier.
What problems is the product solving and how is that benefiting you?
I use TiDB to handle structured data and vector embeddings in one database, allowing me to perform semantic and structured searches efficiently, manage real-time updates, and ensure reliability and responsiveness for disaster response.


    madhan s.

Scalable, Efficient, and Developer-Friendly

  • February 12, 2026
  • Review provided by G2

What do you like best about the product?
I use TiDB as the main database for my project, Zesty, because it's reliable, scalable, and fast. I like that it handles scalability well; as the workload increases with growing user data, TiDB doesn't slow down, which is crucial for a growing AI platform. It also makes management easier by automatically dealing with complex tasks like database sharding and distribution. I really enjoy that TiDB scales easily without needing to change how my application works and handles heavy traffic and real-time data efficiently. Its strong consistency and dependable performance are also highly appreciated. TiDB feels like using a regular SQL database but runs as a strong distributed system, allowing me to use standard MySQL-like queries, which makes development feel easier and more familiar. Additionally, TiDB handles both transactional and analytical tasks without needing separate systems, which suits my needs perfectly.
What do you dislike about the product?
At first, understanding the distributed architecture took some time. More real-world examples of SaaS and AI in the documentation would be helpful. Performance tuning feels a bit complicated for beginners. Making some small changes to the onboarding process would improve the experience. It was hard to grasp how performance tuning works in a distributed system that includes TiDB, TiKV, and PD. There were a lot of metrics and dashboards, which made things a bit confusing for someone just starting out. A straightforward, step-by-step guide on performance tuning for typical SaaS or AI workloads would make it much easier for new users to get started.
What problems is the product solving and how is that benefiting you?
I use TiDB for its scalability and reliability in managing Zesty's growing user data. It handles heavy traffic, maintains strong consistency, and simplifies database management, allowing me to focus on developing features. TiDB combines SQL familiarity with distributed power and handles both transactional and analytical tasks without separate systems.


    charan .

TiDB: Seamless Scalability with Transactional Consistency

  • February 11, 2026
  • Review provided by G2

What do you like best about the product?
I like that TiDB combines strong transactional consistency with horizontal scalability while supporting analytical queries in the same system. This is especially valuable for Branchat where we manage complex, evolving conversation structures and need fast insights from historical data. TiDB's MySQL compatibility, reliability, and reduced operational overhead make it easy to adopt and maintain, allowing us to scale confidently without redesigning our architecture. The initial setup was straightforward and smooth. Its MySQL compatibility made it easy to integrate with our existing development workflow, and the documentation helped us to get up and running quickly.
What do you dislike about the product?
If there's one area for improvement, it would be simplifying advanced configuration and tuning for newer users, especially around performance optimization at scale. Some distributed system concepts have a learning curve.
What problems is the product solving and how is that benefiting you?
TiDB solves scalability, consistency, and data complexity for us. It handles structured conversations with strong transactional consistency and scalable analytical queries. TiDB's horizontal scalability and reduced need for separate OLAP systems allow us to grow smoothly as data increases.


    Pratik S.

Effortless Setup and High-Speed Performance

  • February 10, 2026
  • Review provided by G2

What do you like best about the product?
I have used TiDB for high-speed caching and really enjoy its RAG service using vector DB inference features. The high-speed inference and easy SQL capabilities are great. I particularly like TiDB's AI helper, which has been a huge help in writing proper schemas. I also enjoy the clustering aspect of TiDB. Everything worked well for me, and I found the initial setup to be very easy.
What do you dislike about the product?
Nothing
What problems is the product solving and how is that benefiting you?
I use TiDB for high speed caching and RAG with its vector DB inference features, benefiting from high speed inference and easy SQL.


    Hanif S.

Easy to integrate cloude DB

  • January 07, 2026
  • Review provided by G2

What do you like best about the product?
It is free and easy to implemntation and speedy sql database
What do you dislike about the product?
I haven't found anything significant that I would consider a real dislike. as i was use multiple features in it.
What problems is the product solving and how is that benefiting you?
I am a student searching for a platform that offers something initially free and reliable for the future.


    Computer Software

Scalable solution for transactional database usage

  • August 13, 2025
  • Review provided by G2

What do you like best about the product?
* Mostly MySQL compatible, makes it easier to migrate from mysql
* Much more scalable than single box mysql to support our business need
* Pingcap as the vendor is very responsive in answering our questions and address our concerns and feature request.
What do you dislike about the product?
* Some of the surrounding components may still need some work, including ticdc and log backup, though I've heard some improvements have been done in newer releases
* Not supporting shared lock, this makes some implementation on our side harder to work around the issue
What problems is the product solving and how is that benefiting you?
Scalable solution to support nearly unbounded growth.
Down time free maintenance


    Abhishek J.

Effortless Scalability with Hybrid Workloads

  • July 05, 2025
  • Review provided by G2

What do you like best about the product?
TiDB makes it easy to scale horizontally without complex sharding. It supports both transactional and analytical workloads (HTAP) out of the box, and its MySQL compatibility means minimal changes to existing apps. The Kubernetes operator and built-in observability tools make operations smooth and efficient.
What do you dislike about the product?
TiDB has a learning curve, especially around its distributed architecture and tuning performance for complex queries. TiFlash setup and resource planning can be tricky at scale. Also, some advanced MySQL features aren’t fully supported yet, which can limit compatibility in certain edge cases.
What problems is the product solving and how is that benefiting you?
TiDB solves the challenge of scaling relational databases without giving up SQL or consistency. It allows us to handle high traffic and large datasets by scaling out horizontally, which wasn’t possible with traditional databases. The HTAP architecture also lets us run real-time analytics on live data, reducing the need for separate systems and improving decision-making speed.


    Abishek S.

A High-Performance Distributed Database Compatible with MySQL

  • June 16, 2025
  • Review provided by G2

What do you like best about the product?
The most upside of TiDB in my point of view is it's compatibility with MySQL , most of the MySQL syntax supported in it. So it is easy to integrate it with the existing applications and tools and easy to handle by the DBAs.

It is easy to migrate the MySQL data to the TiDB database through the migration tool TiDB DM. This makes it very feasible to implement TiDB alongside existing MySQL infrastructure with minimal disruption.

TiDB's DM feature and TiCDC are widely used features and it is frequently used where real-time analytics is needed on live transactional data.

As we know TiDB providing customer support through the active community on github and slack also provides the great documentation to understand the concepts and usage of tools to make it easy for the users.
What do you dislike about the product?
The main cons in TiDB is it's cost. In many cases, customers are cost-sensitive, and TiDB's distributed architecture while powerful may appear less appealing compared to more lightweight, single-node database solutions.

Connecting with the existing system is easy with TiDB but still the TiKV needs optimization in some situations.
What problems is the product solving and how is that benefiting you?
TiDB is used to solve the slowness in the real time analytical query executions and also in the high availability like it can withstand in fail overs. We expected the solution like the database which can be the MySQL compatible because some of the other databases need the huge data transform when migration, but with TiDB we can use the same data in MySQL without change the application queries and without downtime we can migrate with TiDB using TiDB DM.


    Computer Software

Really awesome distributed database with HTAP capability

  • May 26, 2025
  • Review provided by G2

What do you like best about the product?
1. TiDB combines the best of both worlds from relational and non relational database and levering the strong suit.
2. Open source-ness and transparency.
3. Efficient operations that handles the read heavy and write heavy workloads.
4. MySQL APIs are really helpful such that no special driver is required for TiDB.
5. Raft consensus protocol really stands out
6. Easy to learn and easy to setup, even the able to setup the instance in local
What do you dislike about the product?
Nothing much, some of the mysql functions, triggers were missing in the TiDB.
What problems is the product solving and how is that benefiting you?
1. Distributed database systems helping us to scale huge workloads
2. HTAP is really helpful, because we have use case that required transactional and analytical data


    Manmeet s.

TiBD Breakdown: good and not so good

  • May 25, 2025
  • Review provided by G2

What do you like best about the product?
It’s super scalable and fast for big data, work seamlessly with MySQL and easy peasy set up to use
What do you dislike about the product?
In my experience, the performance isn’t always stable, especially with heavy queries. Even though it’s MySql compatible, i ran into a few issues where certain features weren’t fully supported. Also, some import Features are only available in the paid version which was a limiting for my use case
What problems is the product solving and how is that benefiting you?
Helps handle big data easily and make system faster. Less downtime and more productivity