# TDengine Reviews **Vendor:** TDengine **Category:** [Time Series Databases](https://www.g2.com/categories/time-series-databases) **Average Rating:** 4.7/5.0 **Total Reviews:** 15 ## About TDengine TDengine is a time-series database designed to help traditional industries overcome the challenges of Industry 4.0 and Industrial IoT. It enables real-time ingestion, storage, analysis, and distribution of petabytes of data per day, generated by billions of sensors and data collectors. By making big data accessible and affordable, TDengine helps everyone — from independent developers and startups to industry stalwarts and multinationals — unlock the true value of their data. TDengine differentiates itself from typical time-series databases with the following four core competencies: - High Performance at Any Scale: With its distributed scalable architecture that grows together with your business, TDengine can store and process massive datasets up to 10.6x faster than other TSDBs — all while providing the split-second latency that your real-time visualization and reporting apps demand. - Efficient Data Storage: With its unique design and data model, TDengine provides the most cost-effective solution for storing your operations data, including tiered storage, S3, and 10:1 data compression, ensuring that you can get valuable business insights from your data without breaking the bank. - Data Consolidation Across Sites: With built-in connectors for a wide variety of industrial sources — MQTT, Kafka, OPC, PI System, and more — TDengine delivers zero-code data ingestion and extract, transform, and load (ETL) in a centralized platform that acts as a single source of truth for your business. - Comprehensive Solution for Industrial Data: With out-of-the-box data subscription, caching, and stream processing, TDengine is more than just a time-series database — it includes all key components needed for industrial data storage and processing built into a single product and accessible through familiar SQL statements. ## TDengine Reviews ### 1. High-Performance, Scalable Time-Series Database for Industrial IoT **Rating:** 4.5/5.0 stars **Reviewed by:** Subham C. | Laravel Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** November 24, 2024 **What do you like best about TDengine?** TDengine impresses with its tailored approach to time-series data, offering exceptional performance, scalability, and ease of use. Its high performance ensures rapid querying and writing of time-series data, making it ideal for IoT, monitoring, and real-time analytics applications. The platform seamlessly handles large datasets and supports distributed architectures, ensuring scalability for growing needs. Additionally, TDengine integrates data storage, caching, and message queuing, which simplifies infrastructure management and reduces reliance on multiple tools. With clear documentation, an intuitive setup process, and SQL-based query support, it is accessible to both new and experienced developers, making it a versatile choice for time-series data management. **What do you dislike about TDengine?** The community is growing but still smaller compared to some competitors, which might limit the availability of third-party tutorials or plugins. **What problems is TDengine solving and how is that benefiting you?** TDengine addresses the complexities of handling vast amounts of time-series data by providing a purpose-built database that is optimized for performance and scalability. Traditional databases often fall short when faced with the unique demands of time-stamped data, such as high ingestion rates and the need for real-time processing. TDengine resolves these issues by offering features like automatic data partitioning, high compression ratios, and efficient query execution ### 2. Powerful Time-Series Database for High-Performance IoT and Real-Time Analytics **Rating:** 4.5/5.0 stars **Reviewed by:** Vishnu B. | PHP intern, Small-Business (50 or fewer emp.) **Reviewed Date:** November 06, 2024 **What do you like best about TDengine?** its exceptional performance in handling time-series data with high scalability and low-latency. It’s specifically optimized for IoT and real-time analytics, which makes it ideal for applications requiring fast ingestion and querying of large volumes of time-series data. **What do you dislike about TDengine?** its relatively limited ecosystem compared to more established databases like InfluxDB or TimescaleDB. While TDengine performs exceptionally well for time-series data, its documentation and community support can sometimes feel less comprehensive, making it harder to troubleshoot or find resources for specific use cases. **What problems is TDengine solving and how is that benefiting you?** For me, TDengine’s benefits are clear: it simplifies the process of handling large amounts of time-series data without compromising on performance. It significantly improves the speed of both data writes and complex queries, especially when dealing with sensor data or logs from devices. ### 3. TDengine Unlock the Power of Time-Series Data. **Rating:** 5.0/5.0 stars **Reviewed by:** Ritik . | Management Information System Executive, Small-Business (50 or fewer emp.) **Reviewed Date:** November 12, 2024 **What do you like best about TDengine?** TDengine is a top choice for modern, data-intensive applications. TDengine strikes a perfect balance between speed, storage efficiency, and ease of use. **What do you dislike about TDengine?** We might find its tooling, documentation, or community support not as extensive as other platforms. Additionally, certain advanced features, like complex query capabilities or integrations with third-party systems, may require more manual setup or customization. **What problems is TDengine solving and how is that benefiting you?** TDengine provides high-performance data ingestion, real-time querying, and compression, allowing businesses to store vast amounts of data without incurring high costs or performance slowdowns. For me, this means faster insights from real-time data streams, reduced infrastructure costs due to effective compression. ### 4. TDengine Review: A High-Performance Time-Series Database for IoT and Beyond **Rating:** 4.5/5.0 stars **Reviewed by:** Rishav R. | System Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** November 08, 2024 **What do you like best about TDengine?** TDengine is a high-performance, scalable time-series database optimized for fast data ingestion, efficient storage, and built-in analytics, ideal for IoT and real-time monitoring applications. **What do you dislike about TDengine?** TDengine can have a steep learning curve for users new to time-series databases, and its ecosystem may feel limited compared to more established databases. **What problems is TDengine solving and how is that benefiting you?** TDengine solves the challenge of storing and analyzing massive time-series data efficiently, making it ideal for monitoring and IoT applications that need real-time insights with minimal storage costs. ### 5. High performance but with a steep learning curve **Rating:** 4.5/5.0 stars **Reviewed by:** Mehul M. | Data Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** November 04, 2024 **What do you like best about TDengine?** The handling of high frequency data by tdengine for enterprise applications is really great. Their database performs really well even with huge amounts of data. **What do you dislike about TDengine?** Although it can be hard for beginners to learn it. The documentation can be helpful but they might not find configurations for some rare case scenarios. **What problems is TDengine solving and how is that benefiting you?** It helps me analyse the data over the time for the customers of my clients and provide them with indepth analysis. ### 6. Efficient and Scalable: My Experience with TDengine **Rating:** 5.0/5.0 stars **Reviewed by:** Divya S. | Developer, Computer Software, Small-Business (50 or fewer emp.) **Reviewed Date:** November 06, 2024 **What do you like best about TDengine?** It combines efficiency, scalability, and ease of use in a way that stands out in the time-series database space. **What do you dislike about TDengine?** It is highly efficient for time-series data, it may not be as well-suited for non-time-series data use cases, limiting its versatility in more diverse database applications. **What problems is TDengine solving and how is that benefiting you?** For me, the main benefit is the ability to manage large-scale time-series data with ease, without sacrificing performance. ### 7. Integration with my app and website is quite easy and seems to be reliable **Rating:** 5.0/5.0 stars **Reviewed by:** Kuldeep K. | Java Developer, Mid-Market (51-1000 emp.) **Reviewed Date:** November 07, 2024 **What do you like best about TDengine?** Integration with my app and website is quite easy and seems to be reliable. It was so easy that we are planing to move to this db in our permanent product **What do you dislike about TDengine?** UI Could be better. Sometimes it seems confusing **What problems is TDengine solving and how is that benefiting you?** In the current industry we need a product like this so that devs can integrate this with ease and keep working on other complex things ### 8. TDengine is Smart Time-Series Database for IoT and Big Data. **Rating:** 5.0/5.0 stars **Reviewed by:** vivek s. | Management Information System Executive, Small-Business (50 or fewer emp.) **Reviewed Date:** November 11, 2024 **What do you like best about TDengine?** it is compitible to handle all type data and quries much better than many other traditional databases. **What do you dislike about TDengine?** it is specifically designed for time series application, so that TDengine not flexible of high-performance in time-series analytics. **What problems is TDengine solving and how is that benefiting you?** this helps organizations save on storage costs, reduce infrastructure needs, and improve operational efficiency, particularly for those relying on real-time insights from time-series data. ### 9. it is a optimized Solution for IoT and Time-Series Data **Rating:** 5.0/5.0 stars **Reviewed by:** Nishant S. | Php laravel developer, Small-Business (50 or fewer emp.) **Reviewed Date:** November 08, 2024 **What do you like best about TDengine?** Its architecture supports distributed deployment, enhancing scalability and making it a solid choice for data-intensive environments **What do you dislike about TDengine?** it can feel limited when handling complex queries or integrating with broader data ecosystems. **What problems is TDengine solving and how is that benefiting you?** It addresses the unique challenges of managing massive volumes of time-series data, especially in IoT and industrial environments where data is collected continuously from various sensors and devices. ### 10. It is a High-Performance Solution for Time-Series Data Management. **Rating:** 5.0/5.0 stars **Reviewed by:** Gopal B. | Back Office Assistant, Accounting, Small-Business (50 or fewer emp.) **Reviewed Date:** November 09, 2024 **What do you like best about TDengine?** It’s designed to handle data ingestion and querying much faster than many traditional databases **What do you dislike about TDengine?** it is designed specifically for time-series applications, so it lacks the flexibility of general-purpose databases. **What problems is TDengine solving and how is that benefiting you?** this helps organizations save on storage costs, reduce infrastructure needs, and improve operational efficiency, particularly for those relying on real-time insights from time-series data. ### 11. Good for real time data storage and anay. **Rating:** 5.0/5.0 stars **Reviewed by:** Vishnu B. | user, Small-Business (50 or fewer emp.) **Reviewed Date:** November 04, 2024 **What do you like best about TDengine?** The best part of tdengine is, we can integrate ai and third party tools in this. We can do realtime data ingestion and storage in this. **What do you dislike about TDengine?** For now we have nothing to deslike in that lool. **What problems is TDengine solving and how is that benefiting you?** We have large amount of data and by using this we can analyse the data and storage them. ### 12. Best in business with lots of feature. ease of integration **Rating:** 5.0/5.0 stars **Reviewed by:** Srimanti C. | HR Business Partner, Small-Business (50 or fewer emp.) **Reviewed Date:** November 08, 2024 **What do you like best about TDengine?** Best in the business. Very Easy to integrate, not to mention greate customer support **What do you dislike about TDengine?** Ui could be better its great but seems confusing sometimes **What problems is TDengine solving and how is that benefiting you?** In the modern industry. we have to use already built plugins and fetures provided by third party and TDengine seems to provide one ### 13. Good tool for data queries and storing data **Rating:** 5.0/5.0 stars **Reviewed by:** Chandra Prakash S. | Customer Service Associate, Small-Business (50 or fewer emp.) **Reviewed Date:** November 05, 2024 **What do you like best about TDengine?** It is very useful for managing data. Also it enables queries on the data. **What do you dislike about TDengine?** For now I have nothing to dislike but I think the cost is much higher. **What problems is TDengine solving and how is that benefiting you?** It helps me to manage data and storing them to cloud, database queuing. ### 14. Highly reliable **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Architecture & Planning | Small-Business (50 or fewer emp.) **Reviewed Date:** November 05, 2024 **What do you like best about TDengine?** It is developer friendly. Very easy to get data out of it.its performance is also good as compare to other similar products **What do you dislike about TDengine?** I find it little bit difficult to understand its working. Also i find its documentation bit tough **What problems is TDengine solving and how is that benefiting you?** It solve the problem related to performance. It find its performance more good as compare to other ### 15. Efficient Time-Series Data Management with TDengine **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** November 06, 2024 **What do you like best about TDengine?** TDengine streamlined our IoT sensor data analysis, improving real-time insights. **What do you dislike about TDengine?** Limited documentation for advanced features **What problems is TDengine solving and how is that benefiting you?** TDengine simplifies IoT data management, giving me real-time insights to make informed decisions. - [View TDengine pricing details and edition comparison](https://www.g2.com/products/tdengine/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-29+21%3A32%3A57+-0500&secure%5Bsession_id%5D=df87021b-345e-4b19-a582-ccdc947963f2&secure%5Btoken%5D=cf695aed5f4c65d18a38ffd6518e8171f3eba9df0bc3c6824105cc9a2776c4fb&format=llm_user) ## Top TDengine Alternatives - [InfluxDB](https://www.g2.com/products/influxdata-influxdb/reviews) - 4.4/5.0 (98 reviews) - [Epsilon3](https://www.g2.com/products/epsilon3/reviews) - 4.2/5.0 (259 reviews) - [QuestDB](https://www.g2.com/products/questdb/reviews) - 4.8/5.0 (33 reviews)