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InfluxDB pros and cons

Vendor: InfluxData

4.1 out of 5

17 reviews
100% willing to recommend

Pros & Cons summary

InfluxDB is a robust platform known for its data aggregation, integration with Grafana, performance, and scalability. It excels in fast time-bulk queries yet struggles with high-cardinality data and complex queries. While it supports telemetry use cases with stable analytics, issues with error logging and Azure backup are noted. Bulk API challenges and timeout exceptions for heavy data loads present difficulties. Integration with tools needs refined documentation for message brokers.

Buyer's Guide

Get pricing advice, tips, use cases and valuable features from real users of this product.

Prominent pros & cons

PROS

InfluxDB is powerful with valuable features like data aggregation and integration with Grafana for monitoring.

InfluxDB provides excellent performance and scalability, critical for applications.

InfluxDB offers fast time-bulk queries and window operations as its best cloud-based feature.

InfluxDB seamlessly integrates with tools for alerting, data sending, and visualization, enhancing its usability.

InfluxDB supports telemetry-driven use cases with stability, simplicity, and reliable analytics.

CONS

InfluxDB's error logging can be improved as logs are not very informative.

InfluxDB cannot handle high-cardinality data effectively and writing queries can be difficult and time-consuming.

It faces challenges with long-running backups in a Microsoft Azure Kubernetes cluster.

There are issues with bulk API and documentation for configuring with message brokers like Rabbit and Kafka is inadequate.

InfluxDB tends to give a timeout exception when excessive data, such as 100,000 to 500,000 data points, is written within a minute.

InfluxDB Pros review quotes

BT

Bogdan Tsegelnik

Engineer at IT Specialist LLC

Mar 5, 2020

The solution is very powerful.

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SA

Shalauddin Ahamad Shuza

Software Engineer at a tech services company with 5,001-10,000 employees

Nov 22, 2020

The most valuable features are aggregating the data and integration with Graphana for monitoring.

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Semyon Vasilkov

DevOps Team Lead at Innotech

Aug 1, 2022

The most valuable features of InfluxDB are the documentation and performance, and the good plugins metrics in the ecosystem.

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Senior DevOps at Light And Wonder

Aug 25, 2022

In our case, it started with a necessity to fill the gap that we had in monitoring. We had very reactive monitoring without trend analysis and without some advanced features. We were able to implement them by using a time series database. We are able to have all the data from applications, logs, and systems, and we can use a simple query language to correlate all the data and make things happen, especially with monitoring. We could more proactively monitor our systems and our players' trends.

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Vamsi Krushna Lingala

Lead Data Engineer at Chingari

Sep 26, 2022

InfluxDB's best feature is that it's a cloud offering. Other good features include its time-series DB, fast time-bulk queries, and window operations.

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Senior Specialist at Qualitest

Jan 17, 2023

The most valuable feature of the solution is we can use InfluxDB to integrate with and plug into any other tools.

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BhupendraSharma

Cloud and DevOps Engineer at Betaque

Nov 16, 2023

The user interface is well-designed and easy to use. It provides a clear overview of the data, making it simple to understand the information at hand.

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Site Reliability Engineer(Observability) at Sapiens

Mar 11, 2024

InfluxDB is a database where you can insert data. However, it would be best if you had different components for alerting, data sending, and visualization. You need to install tools to collect data from servers. It must be installed on Windows or Linux servers. During installation, ensure that the configuration file is correct to prevent issues. Once data is collected, it can be sent to InfluxDB. For visualization, you can use open-source tools like Grafana.

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MP

Chief Technology Officer at Presta Agency

May 1, 2025

While I would rate InfluxDB a ten on a scale of one to ten, users should be thoughtful about matching the engine to their specific needs.

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HJ

Senior System Developer at Norled

May 7, 2025

InfluxDB works as expected with excellent scalability and stability, which is critical for our application.

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InfluxDB Cons review quotes

BT

Bogdan Tsegelnik

Engineer at IT Specialist LLC

Mar 5, 2020

The solution doesn't have much of a user interface.

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SA

Shalauddin Ahamad Shuza

Software Engineer at a tech services company with 5,001-10,000 employees

Nov 22, 2020

The error logging capability can be improved because the logs are not very informative.

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Semyon Vasilkov

DevOps Team Lead at Innotech

Aug 1, 2022

InfluxDB can improve by including new metrics on other technologies. They had some changes recently to pool data from endpoints but the functionality is not good enough in the industry.

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Free Report: InfluxDB Reviews and More

Learn what your peers think about InfluxDB. Get advice and tips from experienced pros sharing their opinions. Updated: January 2026.

881,733 professionals have used our research since 2012.

Senior DevOps at Light And Wonder

Aug 25, 2022

In terms of features that I would like to see or have, in the community version, some features are not available. I would like to have clustering and authentication in the community version.

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Vamsi Krushna Lingala

Lead Data Engineer at Chingari

Sep 26, 2022

InfluxDB cannot be used for high-cardinality data. It's also difficult and time-consuming to write queries, and there are some issues with bulk API.

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Senior Specialist at Qualitest

Jan 17, 2023

The solution's UI can be more user-friendly.

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BhupendraSharma

Cloud and DevOps Engineer at Betaque

Nov 16, 2023

I've tried both on-premises and cloud-based deployments, and each has its limitations.

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Site Reliability Engineer(Observability) at Sapiens

Mar 11, 2024

InfluxDB is generally stable, but we've encountered issues with the configuration file in our ticket stack. For instance, a mistake in one of the metrics out of a hundred KPIs can disrupt data collection for all KPIs. This happens because the agent stops working if there's an issue with any configuration part. To address this, it is essential to ensure that all configurations are part of the agent's EXE file when provided. This makes it easier to package the agent for server installation and ensures all KPIs are available from the server. Additionally, the agent cannot encrypt and decrypt passwords for authentication, which can be problematic when monitoring URLs or requiring authentication tokens. This requires additional scripting and can prolong service restart times.

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MP

Chief Technology Officer at Presta Agency

May 1, 2025

One area for improvement is the querying language. InfluxDB deprecated FluxQL, which was intuitive since developers are already familiar with standard querying.

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HJ

Senior System Developer at Norled

May 7, 2025

It is challenging to get long-running backups while running InfluxDB in a Microsoft Azure Kubernetes cluster.

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Show 6 more reviews (out of 16)

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