InfluxDB vs ScienceLogic comparison

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InfluxDB

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Executive SummaryUpdated on Oct 9, 2024

ScienceLogic and InfluxDB compete in the IT monitoring and management category. ScienceLogic appears to have the upper hand due to its extensive customization and comprehensive support.

Features:ScienceLogic offers customization and integration, allowing tailored dashboards and monitoring solutions. It includes multi-tenancy and event management, enhancing flexibility for diverse IT environments. InfluxDB provides exceptional time-series database capabilities, integrates well with Grafana, and offers ease of use for querying time-series data.

Room for Improvement:ScienceLogic needs to improve its user interface and reporting features, including more comprehensive documentation and support for newer integrations. InfluxDB should focus on enhancing handling of high-cardinality data and improving backup solutions, as well as increasing Chronograf’s visualization capabilities.

Ease of Deployment and Customer Service:ScienceLogic is primarily on-premises with excellent customer support and thorough problem-solving. InfluxDB offers both on-premises and hybrid options, with generally well-received customer service, though it may lack the depth of ScienceLogic’s support.

Pricing and ROI:ScienceLogic has flexible pricing based on devices and features, potentially costly for enterprise use, but offers positive ROI by reducing downtime. InfluxDB provides a cost-effective open-source model with straightforward pricing, although scaling and enterprise features have incurred higher costs recently.

To learn more, read our detailed InfluxDB vs. ScienceLogic Report (Updated: May 2025).

InfluxDB vs. ScienceLogic

May 2025

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Helped 860,592 peers since 2012

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

InfluxDB

Ranking in Network Monitoring Software

23rd

Ranking in IT Infrastructure Monitoring

24th

Average Rating

8.2

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

Non-Relational Databases (2nd), Open Source Databases (9th), NoSQL Databases (3rd)

ScienceLogic

Ranking in Network Monitoring Software

25th

Ranking in IT Infrastructure Monitoring

21st

Average Rating

8.6

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Event Monitoring (6th), Unified Communications Monitoring (1st), Server Monitoring (13th), IT Operations Analytics (7th), Cloud Monitoring Software (15th), AIOps (9th)

Mindshare comparison

As of July 2025, in the IT Infrastructure Monitoring category, the mindshare of InfluxDB is 0.6%, up from 0.3% compared to the previous year. The mindshare of ScienceLogic is 1.8%, up from 1.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

IT Infrastructure Monitoring

Featured Reviews

DeepakR

Site Reliability Engineer(Observability) at Sapiens

An open-source database that can be used to insert data

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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Michael Wenn

CEO / Co-Founder at Aiops ltd

Offers comprehensive monitoring and tool consolidation but integration complexity needs improvement

There is room for improvement in the speed of setting up the service and integrating PowerPacks. Although these prebuilt features are great, there is considerable complexity in bringing them together to create a unified dashboard. Even with many good integrations and deep visibility, the implementation takes time, especially when it doesn't involve these integrations. While some other companies have easier APIs, using this solution demands significant expertise. It's challenging for new customers to implement independently. The implementation speed of non-PowerPack or non-out-of-the-box integrations should be improved. Additionally, the AI automation feature is not yet very rich due to resource constraints supporting a wide platform.

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Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"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."

"The solution is very powerful."

"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."

"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."

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

"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."

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

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

More InfluxDB pros

"The tool is quite easy to deploy, and it offers very good support."

"Dynamic Component Mapping is key and unique."

"ScienceLogic allows us to create and customize a user-friendly dashboard."

"Its ITSM and EMS combination is really amazing. There is no need to purchase two products, one for ITSM and a second for EMS/NMS."

"ScienceLogic's custom enablement, which I can achieve as a Python developer, is unique."

"Best feature of all is detailed monitoring of services, processes, ports and SSL certificates and or web content."

"Power packs."

"Since it is a SaaS-based product, the setup is not very difficult."

More ScienceLogic pros

Cons

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

"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."

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

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

"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."

"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."

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

More InfluxDB cons

"Addressing duplicate IPs: There is the ability to edit the DB and fix this, but adding some logic to understand them would be a plus."

"Integrating observability and APM monitoring into the overall portfolio would be beneficial."

"The product is not user-friendly."

"One important area we feel could be improved is the UI. It takes a lot of clicks to do very simple tasks."

"I would like to see out-of-the-box standard dashboards for common services."

"They need a little more self-service."

"They should add CLI command modes and scripts for high performance."

"Admins do not have direct access to the reporting."

More ScienceLogic cons

Pricing and Cost Advice

"The tool is an open-source product."

"We are using the open-source version of InfluxDB."

"InfluxDB is open-source, but there are additional costs for scaling."

"InfluxDB recently increased its price. It is very expensive now."

"The pricing model for ScienceLogic could improve."

"Pricing between the two is quiet large therefore you can save some money if you don't require to collect all info on each device."

"The license of ScienceLogic is based on how many endpoints are used. The number of monitoring points you want to have."

"Decide what you want to monitor and only monitor those items. Absorb other elements as you grow."

"My company has an enterprise-level contract with ScienceLogic, so it is available to my organization at a good price."

"I'm not the best person to discuss pricing, but what I do know is that it's a use-and-go structure. You use this much storage and pay this much for it. That's how it is. Every time, we continue to add a large amount of data to the environment."

"It comes with the OS built in, so no need to purchase an OS license or DB license."

"Its price could be lower, but for what you pay, you got a lot of value from its features and functionalities. Customers always want a discount or a cheaper solution."

More ScienceLogic pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

14%

Computer Software Company

12%

Manufacturing Company

Comms Service Provider

Computer Software Company

12%

Financial Services Firm

12%

Manufacturing Company

10%

Government

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

Questions from the Community

What do you like most about InfluxDB?

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 ...

What needs improvement with InfluxDB?

It is challenging to get long-running backups while running InfluxDB in a Microsoft Azure Kubernetes cluster. Replicating data for on-prem development and testing is difficult. Having a SQL abstrac...

What is your primary use case for InfluxDB?

InfluxDB is the main component in our large enterprise-scale streaming data application for maritime vessels. We collect position data from vessels around the coast once per second, put it on a Kaf...

What do you like most about ScienceLogic?

The tool is quite easy to deploy, and it offers very good support.

What is your experience regarding pricing and costs for ScienceLogic?

ScienceLogic is not that expensive and is cost-effective overall.

What needs improvement with ScienceLogic?

ScienceLogic is working towards a kind of AI, DKAIRA enablement, but I find one dependency is the frequent need to rely on professional services. If the knowledge for implementation could be spread...

More InfluxDB Competitors

Comparisons

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Compared 25% of the time

MongoDB vs InfluxDB

Compared 17% of the time

PostgreSQL vs InfluxDB

Compared 6% of the time

ScyllaDB vs InfluxDB

Compared 5% of the time

SQLite vs InfluxDB

Compared 5% of the time

Dynatrace vs ScienceLogic

Compared 14% of the time

Zabbix vs ScienceLogic

Compared 11% of the time

SolarWinds NPM vs ScienceLogic

Compared 10% of the time

Datadog vs ScienceLogic

Compared 9% of the time

LogicMonitor vs ScienceLogic

Compared 7% of the time

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Product Reports

Download InfluxDB product report

InfluxDB

June 2025

Download ScienceLogic product report

June 2025

Overview

InfluxDB is open-source software that helps developers and enterprises alike to collect, store, process, and visualize time series data and to build next-generation applications. InfluxDB provides monitoring and insight on IoT, application, system, container, and infrastructure quickly and easily without complexities or compromises in scale, speed, or productivity.

InfluxDB has become a popular insight system for unified metrics and events enabling the most demanding SLAs. InfluxDB is used in just about every type of industry across a wide range of use cases, including network monitoring, IoT monitoring, industrial IoT, and infrastructure and application monitoring.

InfluxDB offers its users:

Infrastructure and application monitoring: Collect, process, and analyze real-time data from edge devices to help optimize distributed infrastructure.

IoT monitoring and analytics: InfluxDB is designed to store large volumes of time series data and quickly perform real-time analysis on that data. Gain insights from all the sensor data and use the collected data to create and perform automated tasks.

Network monitoring: Manage responsive and high-performing networks with widely distributed resources.

InfluxDB Benefits

There are several benefits to using InfluxDB . Some of the biggest advantages the solution offers include:

APIs and ready toolset: InfluxDB can be accessed via a set of powerful tools enabling users to get started quickly, with less programming required. This includes a REST API, extensive client libraries, a wide variety of open-source integrations, and Flux - a functional data scripting language for querying, analysis, and events. The InfluxDB API can be used to write data from edge devices to the InfluxDB instance

Time series engine: Get any data - events, logs, traces - from any edge device - systems, sensors, queues, databases, and networks. This data is stored in a powerful and high-performing engine capable of ingesting millions of data points per second.

Community: InfluxDB has a large community of cloud and open-source developers ready to assist users.

Ready-made templates: Use InfluxDB Templates, a set of tools with a packager and other ready monitoring solutions. These tools allow users to share their monitoring expertise with coworkers and other community members around the world. The Templates gallery offers available templates for some of the most popular tools and applications.

Enhanced UI: InfluxDB’s UI includes an explorer, dashboarding tools, and a script editor. Use it to easily browse the collected metric and event data and apply common transformations. The dashboarding tool comes with a variety of visualization options that help users view insights from the data. The script editor assists users to quickly master Flux with easily accessible examples, auto-completion, and real-time syntax checking.

Reviews from Real Users

InfluxDB stands out among its competitors for a number of reasons. Two major ones are its flexible integration options and its data aggregation feature.

Shalauddin Ahamad S., a software engineer at a tech services company, notes, “The most valuable features are aggregating the data and the integration with Grafana for monitoring.”

InfluxData

ScienceLogic is a comprehensive IT infrastructure monitoring solution that supports networks, servers, cloud environments, and applications, suitable for private cloud and on-premises deployments.

Organizations leverage ScienceLogic for its robust capabilities in monitoring IT infrastructures of all sizes. It offers granular discovery, integration with CMDB, and ticketing systems. Valued for its flexibility, incident automation, remediation, and real-time relationship mapping, it supports hybrid environments with scalable and efficient monitoring functionalities. AI and machine learning enhance its feature set, while ease of deployment and strong support are crucial benefits.

What are ScienceLogic's most important features?

Agentless Configuration: Ensures easy deployment without the need for agents.
Third-Party Integration: Seamlessly integrates with various tools.
Dynamic Component Mapping: Offers real-time relationship and dependency mapping.
Flexible Graphs: Allows custom visual representation of data.
Role-Based Access: Provides tiered access for different user roles.
Infrastructure and Event Management: Efficiently monitors hybrid environments.

What benefits and ROI should users look for?

Scalability: Handles environments of all sizes efficiently.
AI and Machine Learning: Enhances automation and incident management.
Ease of Deployment: Streamlines initial setup and reduces time to value.
Customization: Custom dashboards and reports cater to specific needs.
Comprehensive Support: Access to excellent support services.

ScienceLogic is implemented across multiple industries, including large enterprises, for its capability to handle complex IT ecosystems. Its integration with CMDB and ticketing systems ensures it fits within existing workflows. Organizations use it to monitor diverse infrastructure landscapes, ensuring seamless performance and quick incident resolution.

Sample Customers

ebay, AXA, Mozilla, DiDi, LeTV, Siminars, Cognito, ProcessOut, Recommend, CATS, Smarsh, Row 44, Clustree, Bleemeo

Kellogg Company, Booz Allen, Cisco, Red Bull, Fidelus, Telstra, Comcast, CSC, Peak 10, HughesNet, Hosting, Datapipe, US Army, Equinix, Rite Aid, Carbonite, Sybase, Carpathia, AT&T, ePlus, Dimension Data, Virtustream, Boeing, Honeywell