Best Time Series Databases - Page 2

How Many Time Series Databases Products Does G2 Track?

Total Products under this Category: 54

Category Stats (Nov 2026)

  • Average Rating: 4.47/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: InfluxDB (+0.09%) - Among all products in this category, InfluxDB recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Time Series Databases Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 1,100+ Authentic Reviews
  • 54+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Time Series Databases

G2 Grid® for Time Series Databases plotting products by satisfaction and market presence

Highlighted products: InfluxDB, Tiger Data, CrateDB, Amazon Timestream, KX, TDengine, Prometheus, and QuestDB.

Underlying data: [Grid® JSON](https://www.g2.com/categories/time-series-databases/grids.json?focus%5B%5D=influxdata-influxdb&focus%5B%5D=tiger-data&focus%5B%5D=cratedb&focus%5B%5D=amazon-timestream&focus%5B%5D=kx-kx&focus%5B%5D=tdengine&focus%5B%5D=prometheus&focus%5B%5D=questdb)

Bangdb

BangDB is a multiflavored, multimodel, embedded, distributed, high performance, analytical, timeseries NoSql database written in C/C++ and design from scratch for solving contemporary and future problems in simple and easy manner which otherwise requires huge amount of time and resources.

Average Rating: 4.5/5.0

Total Reviews: 12

How Do G2 Users Rate Bangdb?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.1/10)
  • Ease of Admin: 6.7/10 (Category avg: 8.4/10)
  • Quality of Support: 8.7/10 (Category avg: 8.8/10)

Who Is the Company Behind Bangdb?

  • Seller: BangDB
  • Year Founded: 2015
  • HQ Location: Bangalore, Karnataka
  • Twitter: @IQLECT
    454 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Small, 33% Medium

What Are Recent G2 Reviews of Bangdb?

Redis Cloud

Redis Cloud is our fully-managed Redis Enterprise service, delivering unmatched speed, simplicity, and scalability. It's perfect for cloud-native applications requiring real-time data processing, without the hassle of managing infrastructure. Redis Cloud surpasses Redis-compatible cloud services built on open source such as Amazon ElastiCache and Google Cloud Memorystore by offering enterprise-grade features like active-active geo-distribution, advanced query and search capabilities, seamless data synchronization, and multi-cloud support.

Average Rating: 4.6/5.0

Total Reviews: 42

How Do G2 Users Rate Redis Cloud?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.1/10)
  • Ease of Admin: 8.8/10 (Category avg: 8.4/10)
  • Quality of Support: 8.3/10 (Category avg: 8.8/10)

Who Is the Company Behind Redis Cloud?

  • Seller: Redis
  • Year Founded: 2011
  • HQ Location: San Francisco, CA
  • Twitter: @Redisinc
    44,002 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,489 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 50% Small, 41% Medium

What Are Recent G2 Reviews of Redis Cloud?

What Are G2 Users Discussing About Redis Cloud?

Google Cloud BigTable

Cloud Bigtable is Google's NoSQL Big Data database service. It's the same database that powers many core Google services, including Search, Analytics, Maps, and Gmail. Bigtable is designed to handle massive workloads at consistent low latency and high throughput, so it's a great choice for both operational and analytical applications, including IoT, user analytics, and financial data analysis.

Average Rating: 4.4/5.0

Total Reviews: 37

How Do G2 Users Rate Google Cloud BigTable?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.1/10)
  • Ease of Admin: 6.7/10 (Category avg: 8.4/10)
  • Quality of Support: 8.2/10 (Category avg: 8.8/10)

Who Is the Company Behind Google Cloud BigTable?

  • Seller: Google
  • Year Founded: 1998
  • HQ Location: Mountain View, CA
  • Twitter: @google
    31,899,995 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    301,144 employees on LinkedIn®
  • Ownership: NASDAQ:GOOG

Who Uses This Product?

  • Company Size: 41% Medium, 32% Large

What Do G2 Reviewers Say About Google Cloud BigTable?

AI-generated summary from verified user reviews

Pros
  • Users highlight the ease of use in managing cloud features with Google Cloud BigTable, appreciating its smooth UI.
  • Users appreciate the ease of use of Google Cloud BigTable, enjoying its seamless integration and smooth interface.
  • Users value the seamless integrations of Google Cloud BigTable, enhancing their development and data management experience effortlessly.
  • Users appreciate the seamless integration of services in Google Cloud BigTable for efficient application development and data management.
  • Users praise the efficiency of data analytics in Google Cloud BigTable, enabling seamless access and processing of big data.
Cons
  • Users highlight the high costs of Google Cloud BigTable, finding pricing unpredictable and often overwhelming.
  • Users find Google Cloud BigTable expensive, with unpredictable billing and a steep learning curve for beginners.
  • Users find the billing issues with Google Cloud BigTable frustrating due to unpredictable costs and high pricing.
  • Users find Google Cloud BigTable's complexity challenging, especially due to its overwhelming tools and costly pricing structure.
  • Users find learning difficult due to limited language support and complex usage, requiring significant programming knowledge.

What Are Recent G2 Reviews of Google Cloud BigTable?

What Are G2 Users Discussing About Google Cloud BigTable?

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Tinybird

Tinybird is a fully managed ClickHouse® service designed for software developers and AI-native product teams by enabling them to create large-scale real-time analytics projects with minimal effort. Tinybird makes integrating the open source ClickHouse database into applications simpler, faster, and more reliable, allowing engineers to focus on feature development rather than infrastructure management. Tinybird eliminates the complexities associated with traditional database management, making it an ideal choice for teams looking to leverage the power of ClickHouse without the overhead of server maintenance and scaling concerns. The target audience for Tinybird includes software developers, data engineers, technical founders, and AI-native product teams building real-time analytics capabilities in their applications. With the increasing demand for real-time data processing, Tinybird caters to teams that need to deliver insights quickly and efficiently. Use cases for Tinybird span various industries, including SaaS, e-commerce, finance, crypto, AI, and IoT, where real-time data analysis is crucial for decision-making and operational efficiency. By providing a managed service, Tinybird allows software engineers to deploy analytics features in days rather than months, significantly accelerating project timelines. Key features of Tinybird include a hosted ClickHouse database plus managed data ingestion and API layers, which simplify the process of integrating analytics into applications. The built-in authentication tools enhance security and data privacy, with support for row-level access policies using JWTs. Free observability logs storage and querying allow users to keep tabs on usage and performance. AI-native features, including Tinybird Code - a CLI agent with deep ClickHouse expertise - plus the Tinybird MCP Server, make integrating analytics features into LLM apps simpler and more robust. Additionally, Tinybird's architecture is designed to handle scaling automatically, allowing teams to focus on their core development tasks without worrying about understanding a new database or worrying about infrastructure details. For those who desire infrastructure control, Tinybird offers self-managed deployment, for free. This unique combination of features enables users to ship data-driven features rapidly while maintaining high performance and reliability. Tinybird stands out in the real-time analytics database landscape by providing the performance of one of the world's fastest OLAP databases without the associated complexity. By abstracting the technical challenges of managing clusters and provisioning resources, Tinybird empowers teams to innovate and iterate on their products more quickly. The service's emphasis on ease of use and rapid deployment makes it an attractive option for organizations looking to harness the power of real-time analytics without the burden of extensive operational overhead. With Tinybird, users can unlock the potential of their data and drive impactful insights, all while enjoying a seamless and efficient development experience.

Average Rating: 4.1/5.0

Total Reviews: 14

How Do G2 Users Rate Tinybird?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Ease of Admin: 10.0/10 (Category avg: 8.4/10)
  • Quality of Support: 8.6/10 (Category avg: 8.8/10)

Who Is the Company Behind Tinybird?

  • Seller: Tinybird
  • Year Founded: 2019
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    52 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 50% Medium, 36% Small

What Do G2 Reviewers Say About Tinybird?

AI-generated summary from verified user reviews

Pros
  • Users find Tinybird to be incredibly easy to use, enabling seamless integration and efficient data analytics development.
  • Users value the ease of integration and real-time analytics offered by Tinybird, enhancing their data experience.
  • Users love the easy integrations of Tinybird, enabling seamless connections and fast development of real-time analytics.
  • Users appreciate Tinybird's ease of integration and exploration, making data analytics simple and efficient for developers.
  • Users value the easy integrations with apps like Confluent Cloud for streamlined real-time analytics and development.
Cons
  • Users report poor customer support, highlighting slow response times and insufficient documentation for new users.
  • Users note a lack of features in Tinybird, limiting integrations and hindering data flow and scalability.
  • Users experience a steep learning curve with Tinybird, making navigation and feature utilization challenging for newcomers.
  • Users experience a learning difficulty with Tinybird, facing challenges in navigation and utilizing its features effectively.
  • Users face limited customization with Tinybird, which restricts adaptability and complicates integration with other platforms.

What Are Recent G2 Reviews of Tinybird?

What Are G2 Users Discussing About Tinybird?

The PI System

The PI System is an enterprise infrastructure for management of real-time data and events with tools and features to help you manage your data and more.

Average Rating: 4.6/5.0

Total Reviews: 19

How Do G2 Users Rate The PI System?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.1/10)
  • Ease of Admin: 9.7/10 (Category avg: 8.4/10)
  • Quality of Support: 8.2/10 (Category avg: 8.8/10)

Who Is the Company Behind The PI System?

  • Seller: AVEVA
  • Year Founded: 1967
  • HQ Location: Cambridge, GB
  • Twitter: @AVEVAGroup
    15,381 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    7,767 employees on LinkedIn®
  • Ownership: Private

Who Uses This Product?

  • Company Size: 43% Medium, 38% Large

What Do G2 Reviewers Say About The PI System?

AI-generated summary from verified user reviews

Cons
  • Users find the graphics on PI Vision not user-friendly, hindering their overall experience with the software.
  • Users find the graphics on PI Vision not user-friendly, leading to a frustrating experience while navigating the interface.
  • Users find the graphics on PI Vision not user-friendly, which hampers navigation and overall usability.

What Are Recent G2 Reviews of The PI System?

What Are G2 Users Discussing About The PI System?

Heroic

Heroic is an open-source monitoring system originally built at Spotify to address the problems that were facing with large scale gathering and near real-time analysis of metrics.

Average Rating: 4.2/5.0

Total Reviews: 6

How Do G2 Users Rate Heroic?

  • Quality of Support: 8.9/10 (Category avg: 8.8/10)

Who Is the Company Behind Heroic?

  • Seller: Heroic
  • Year Founded: 2017
  • HQ Location: N/A
  • Twitter: @spotify
    20,489,840 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Medium

What Are Recent G2 Reviews of Heroic?

Axibase Time Series Database

ATSD is a distributed NoSQL database designed from the ground up to store and analyze time-series data at scale. Unlike most other databases, ATSD comes with a robust set of built-in features including Rule Engine, Visualization, Data Forecasting, Data Mining and more.

Average Rating: 4.9/5.0

Total Reviews: 4

How Do G2 Users Rate Axibase Time Series Database?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Ease of Admin: 10.0/10 (Category avg: 8.4/10)
  • Quality of Support: 9.6/10 (Category avg: 8.8/10)

Who Is the Company Behind Axibase Time Series Database?

  • Seller: Axibase
  • Year Founded: 2004
  • HQ Location: Cupertino, US
  • Twitter: @axibase
    55 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 25% Small

What Are Recent G2 Reviews of Axibase Time Series Database?

What Are G2 Users Discussing About Axibase Time Series Database?

Aiven for InfluxDB

Fully managed InfluxDB – the popular, lightweight, high-ingest time series database that you can snap into your workflow in minutes.

Average Rating: 3.8/5.0

Total Reviews: 3

How Do G2 Users Rate Aiven for InfluxDB?

  • Quality of Support: 7.2/10 (Category avg: 8.8/10)

Who Is the Company Behind Aiven for InfluxDB?

  • Seller: Aiven
  • Year Founded: 2016
  • HQ Location: Helsinki, Southern Finland
  • Twitter: @aiven_io
    4,104 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    476 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 33% Medium, 33% Small

What Are Recent G2 Reviews of Aiven for InfluxDB?

ExtremeDB

The eXtremeDB database combines exceptional performance, reliability and developer efficiency in a proven real-time embedded database engine.

Average Rating: 4.2/5.0

Total Reviews: 10

How Do G2 Users Rate ExtremeDB?

  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.1/10)
  • Ease of Admin: 8.8/10 (Category avg: 8.4/10)
  • Quality of Support: 8.5/10 (Category avg: 8.8/10)

Who Is the Company Behind ExtremeDB?

  • Seller: McObject
  • Year Founded: 2001
  • HQ Location: Federal Way, WA
  • Twitter: @LowLatencyDB
    4,836 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    17 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 30% Large

What Are Recent G2 Reviews of ExtremeDB?

Hazelcast Platform

Hazelcast Platform is the Live Data Platform that delivers data at the speed of relevance, providing the in‑memory foundation for applications that act on data the instant it's created—ensuring businesses never miss a moment of opportunity. By converging distributed caching, compute, stream processing, and real‑time AI into one low‑latency runtime, Hazelcast delivers sub‑millisecond performance, linear scalability, and enterprise resilience. Global 2000 firms trust Hazelcast to simplify architectures, reduce costs, and power mission‑critical, time‑sensitive applications.

Average Rating: 4.3/5.0

Total Reviews: 12

How Do G2 Users Rate Hazelcast Platform?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.1/10)
  • Ease of Admin: 8.0/10 (Category avg: 8.4/10)
  • Quality of Support: 8.7/10 (Category avg: 8.8/10)

Who Is the Company Behind Hazelcast Platform?

  • Seller: Hazelcast
  • Year Founded: 2010
  • HQ Location: Palo Alto, US
  • Twitter: @hazelcast
    9,354 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    148 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 54% Small, 23% Large

What Do G2 Reviewers Say About Hazelcast Platform?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Hazelcast Platform, noting its speed and minimal memory requirements.
  • Users appreciate the fast processing of Hazelcast Platform, noting its efficiency in resolving distributed systems challenges.
  • Users appreciate the flexibility of Hazelcast Platform, finding it fast and efficient for distributed systems challenges.
  • Users appreciate the fast performance of Hazelcast Platform, effectively solving issues in distributed systems with minimal memory usage.
  • Users appreciate the fast performance and low memory usage of Hazelcast Platform, which simplifies distributed system management.
Cons
  • Users find the learning curve to be steep, requiring extra time to navigate and understand the platform effectively.
  • Users note the navigation difficulty in Hazelcast Platform, requiring extra time to find features effectively.
  • Users find Hazelcast Platform not user-friendly, requiring extra time to navigate and locate features efficiently.
  • Users find the poor UI of Hazelcast Platform makes navigation and coordination frustrating and time-consuming.
  • Users find the time-consuming nature of locating and coordinating resources in Hazelcast to be a drawback.

What Are Recent G2 Reviews of Hazelcast Platform?

What Are G2 Users Discussing About Hazelcast Platform?

QuasarDB

QuasarDB is a high-performance, distributed time series database that seamlessly combines in-memory capabilities with reliable storage. It’s built on a vertical approach with a single software package that provides storage, distribution, standardization and analysis. Data can be ingested at several hundred millions entries per second and is available immediately for querying.  Data is processed in real time and distributed transparently to disks and memory; and is easily accessible using a query language such as SQL. 

Average Rating: 4.3/5.0

Total Reviews: 3

How Do G2 Users Rate QuasarDB?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.1/10)
  • Ease of Admin: 5.8/10 (Category avg: 8.4/10)
  • Quality of Support: 8.9/10 (Category avg: 8.8/10)

Who Is the Company Behind QuasarDB?

  • Seller: QuasarDB
  • Year Founded: 2008
  • HQ Location: Paris, FR
  • Twitter: @quasardb
    477 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 33% Large, 33% Medium

What Are Recent G2 Reviews of QuasarDB?

What Are G2 Users Discussing About QuasarDB?

KairosDB

Fast Time Series Database on Cassandra. A time series database server (TSDS) is a software system that is optimized for handling time series data.

Average Rating: 4.8/5.0

Total Reviews: 2

How Do G2 Users Rate KairosDB?

  • Quality of Support: 8.3/10 (Category avg: 8.8/10)

Who Is the Company Behind KairosDB?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of KairosDB?

Proficy Historian

Proficy Historian is industrial software used to collect, archive, and analyze time-series data from production equipment, sensors, and control systems in manufacturing and utility environments. Engineered for high-speed, high-volume data environments, Proficy Historian enables organizations to capture and store process and production data efficiently and cost-effectively. It supports time-stamped data collection from a wide range of industrial devices and automation systems using standard protocols such as OPC UA, MQTT, and traditional data interfaces. Operations teams, engineers, analysts, and IT professionals use Proficy Historian to improve process visibility, troubleshoot equipment issues, and support data-driven decision-making. The software plays a central role in performance monitoring, quality analysis, and regulatory compliance by enabling long-term access to historical data and seamless integration with reporting and analytics tools. Proficy Historian is designed for deployment flexibility. It can be installed on-premise at a facility, deployed at the edge to support localized data capture and buffering, or integrated into a hybrid or cloud architecture to support enterprise-wide analytics and central data aggregation. This flexibility allows industrial organizations to adapt to modern data strategies while maintaining continuity with existing infrastructure. Key capabilities include: • High-performance compression and storage of time-series industrial data to reduce infrastructure load • Support for distributed, edge, and cloud-connected architectures to align with evolving data strategies • Secure, scalable data collection from multiple sources across plants, lines, or remote assets • Integration with visualization and analysis tools, including Excel plug-ins and analytics platforms • Redundancy, filtering, and data quality features to ensure consistent, reliable data access Proficy Historian is used across industries such as power generation, food and beverage, chemicals, oil and gas, and water/wastewater. It provides a reliable foundation for industrial data management strategies, enabling manufacturers and utilities to gain insight into operations, optimize performance, and meet compliance and reporting requirements over time.

Average Rating: 3.7/5.0

Total Reviews: 3

How Do G2 Users Rate Proficy Historian?

  • Quality of Support: 5.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Proficy Historian?

  • Seller: Velotic
  • HQ Location: 268 Summer St, Boston, MA 02210, USA
  • LinkedIn® Page: www.linkedin.com
    358 employees on LinkedIn®
  • Ownership: digitalmarketing@velotic.com

Who Uses This Product?

  • Company Size: 67% Small, 33% Medium

What Do G2 Reviewers Say About Proficy Historian?

AI-generated summary from verified user reviews

Pros
  • Users value the efficiency of Proficy Historian, benefiting from reduced storage needs for industrial data management.
  • Users appreciate the efficient data compression of Proficy Historian, crucial for optimizing storage and monitoring equipment performance.
  • Users value the data compression capabilities of Proficy Historian, enabling efficient storage of industrial time-series data.
  • Users value the performance efficiency of Proficy Historian, benefiting from significant storage space savings for industrial data.
Cons
  • Users find the retrieval system awkward and sluggish, leading to annoying lags when accessing critical data.
  • Users experience slow performance with Proficy Historian, leading to frustrating delays when accessing data for analysis.

What Are Recent G2 Reviews of Proficy Historian?

What Are G2 Users Discussing About Proficy Historian?

Blueflood DB

Blueflood is a high throughput, low latency, multi-tenant distributed metric processing system behind Rackspace Metrics, which is currently used in production by the Rackspace Monitoring team and Rackspace Public Cloud team to store metrics generated by their systems.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Blueflood DB?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Ease of Admin: 10.0/10 (Category avg: 8.4/10)
  • Quality of Support: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Blueflood DB?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Blueflood DB?

DataPortia

DataPortia is an advanced industrial data acquisition and reporting software that connects to automation systems via OPC UA protocol. It stores time-series data in a PostgreSQL/TimescaleDB database and provides a web-based interface for real-time monitoring, trend analysis, and report generation.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate DataPortia?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Ease of Admin: 10.0/10 (Category avg: 8.4/10)
  • Quality of Support: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind DataPortia?

  • Seller: Atorcom
  • Year Founded: 2018
  • HQ Location: Karstula, FI
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of DataPortia?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated October 8, 2024