InfluxDB vs SingleStore comparison

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Comparison Buyer's Guide
Executive Summary

We performed a comparison between InfluxDB and SingleStore based on real PeerSpot user reviews.

Find out what your peers are saying about Zabbix, Datadog, Auvik and others in Network Monitoring Software.
To learn more, read our detailed Network Monitoring Software Report (Updated: March 2024).
765,386 professionals have used our research since 2012.
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"We can manage the entire system across the network and troubleshoot the pain points."

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"The most valuable features of InfluxDB are the documentation and performance, and the good plugins metrics in the ecosystem.""The most valuable features are aggregating the data and integration with Graphana for monitoring.""The most valuable feature of the solution is we can use InfluxDB to integrate with and plug into any other tools.""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 solution is very powerful.""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.""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.""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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"The most valuable feature is the ability to create pipelines, streamline and extract data from the pipelines.""The ability to store data in memory is a standout feature, enhanced by robust failover mechanisms.""The paramount advantage is the exceptional speed.""It's a distributed relational database, so it does not have a single server, it has multiple servers. Its architecture itself is fast because it has multiple nodes to distribute the workload and process large amounts of data.""The product's initial setup phase was pretty straightforward, with no complex processes.""MemSQL supports the MySQL protocol, and many functions are similar, so the learning curve is very short.""The product can automatically reinstall and reconfigure in case of a shutdown."

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Cons
"The Wi-Fi side needs improvement."

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"The error logging capability can be improved because the logs are not very informative.""I've tried both on-premises and cloud-based deployments, and each has its limitations.""The solution doesn't have much of a user interface.""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.""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.""The solution's UI can be more user-friendly.""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."

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"We don't get good discounts in Pakistan.""Poor key distribution can significantly impact performance, requiring a backward approach in design rather than adding tables incrementally.""For new customers, it's very tough to start. Their documentation isn't organized, and there's no online training available. SingleStore is working on it, but that's a major drawback.""The product can be developed further to provide more appropriate output to users as it is one of the areas where there are shortcomings.""There should be more pipelines available because I think that if MemSQL can connect to other services, that would be great.""It is not the optimal choice for direct data collection through queries, and it's more suited for aggregation tasks.""Having the ability to migrate servers using a single command would be extremely beneficial."

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Pricing and Cost Advice
Information Not Available
  • "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 tool is an open-source product."
  • More InfluxDB Pricing and Cost Advice →

  • "I would advise users to try the free 128GB version."
  • "SingleStore is a bit expensive."
  • "The product's licensing is not expensive. It is comparable."
  • "Using it for analytical purposes can be cost-effective in the long run, especially in terms of infrastructure."
  • "The price of the product is okay compared to the other available solutions in the market. SingleStore is a reasonably priced product, considering the functions it offers."
  • "They have two main options: cloud installation and bare-metal installation, each with different pricing models."
  • More SingleStore Pricing and Cost Advice →

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    Questions from the Community
    Top Answer:We can manage the entire system across the network and troubleshoot the pain points.
    Top Answer:The product is not expensive. I rate the product’s pricing a seven out of ten, where one is cheap and ten is expensive.
    Top Answer:The Wi-Fi side needs improvement. In most warehouse environments, there are shortfalls in such conditions. We often face… more »
    Top Answer:The user interface is well-designed and easy to use. It provides a clear overview of the data, making it simple to… more »
    Top Answer:There were concerns about data loss due to infrastructure limitations. We couldn't back up data locally if we were using… more »
    Top Answer:Initially, we used Prometheus and Grafana for alerts. But, it wasn't feasible to handle logs and other types of… more »
    Top Answer:The paramount advantage is the exceptional speed.
    Top Answer:Using it for analytical purposes can be cost-effective in the long run, especially in terms of infrastructure. While… more »
    Top Answer:There's a noteworthy consideration when it comes to collecting massive amounts of data. It is not the optimal choice for… more »
    Comparisons
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    SingleStore
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    Overview

    Juniper Mist Premium Analytics is a comprehensive network analytics solution that provides organizations with valuable insights into their network performance and user experience. The primary use case of this product is to enable IT teams to proactively monitor, troubleshoot, and optimize their network infrastructure.

    The most valuable functionality of Juniper Mist Premium Analytics is its AI-driven insights and recommendations. Leveraging machine learning algorithms, it analyzes vast amounts of network data to identify anomalies, predict potential issues, and suggest remediation actions. This proactive approach helps organizations minimize network downtime, improve user experience, and optimize network performance.

    By providing real-time visibility into network performance, Juniper Mist Premium Analytics helps organizations quickly identify and resolve network issues. It offers detailed analytics on network traffic, application performance, and user behavior, allowing IT teams to pinpoint the root cause of problems and take immediate action. This not only reduces troubleshooting time but also enhances overall network reliability.

    Furthermore, Juniper Mist Premium Analytics enables organizations to optimize their network infrastructure. It provides insights into network capacity utilization, application usage patterns, and user behavior, allowing IT teams to make informed decisions about network design, resource allocation, and capacity planning. This helps organizations to ensure that their network is efficiently utilized and can support the growing demands of their users.

    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.”

    SingleStore is headquartered in San Francisco, California, and offers SingleStoreDB, which combines transactional, analytical, & vector data workloads in a real-time, unified, distributed SQL database that is MySQL and MongoDB wire protocol-compatible. SingleStoreDB Cloud is offered as a managed service on AWS, Google, and Azure and in private clouds including IBM Cloud Pak for Data and Red Hat OpenShift. Other partners (50+ in all) include HPE, Twingo, Data-Sleek, Datadog, and Arcion. SingleStoreDB Self-Managed runs on premise/containers/Kubernetes. SingleStore has offices in Sunnyvale, Seattle, Portland, Raleigh, Boston, London, Dublin, Lisbon, Kyiv, Hyderabad, and Singapore, with remote workers worldwide. It has hundreds of customers including 100+ Fortune 500, Forbes Global 2000, and Inc. 5000 brands across 37 verticals, with the top four being financial services and fintech; media, streaming, and telecommunications; adtech/martech/salestech; and retail/eCommerce. SingleStore platform features include Code Engine with WASM, Data API, dbt Connector, Limitless Point-in-Time Recovery, MongoDB API, Pipelines, Unlimited (Bottomless) Storage, and Workspaces.

    Sample Customers
    Information Not Available
    ebay, AXA, Mozilla, DiDi, LeTV, Siminars, Cognito, ProcessOut, Recommend, CATS, Smarsh, Row 44, Clustree, Bleemeo
    SingleStore has hundreds of customers including 100+ Fortune 500, Forbes Global 2000, and Inc. 5000 brands across 37 verticals, with the top four being financial services and fintech; media, streaming, and telecommunications; adtech/martech/salestech; and retail/eCommerce. Sample customers include: 6Sense Akamai Technologies Arcules Armis Security Canadian Tire CARFAX Cigna Cisco Systems Comcast dailyVest Dell Technologies Digital Asset Research (DAR) Directed Technologies DirectlyApply Factors.AI Fathom Analytics FirstEnergy GAMEFAM/Silicon Digital GE Goldman Sachs Heap Hulu IMAX impact.com Kakao Kellogg Kroger LiveRamp Lumana Millennium bcp MonitorBase NBC Universal Nyris Octane Outreach Palo Alto Networks PAN HOME Questrade Saudi Telecom Company Siemens AG SiriusXM Siteimprove SK Telecom SKAI Sony Interactive Entertainment Tata Communications Limited Western Digital Corporation ZoomInfo
    Top Industries
    VISITORS READING REVIEWS
    Computer Software Company18%
    Financial Services Firm12%
    Manufacturing Company9%
    Government8%
    VISITORS READING REVIEWS
    Financial Services Firm12%
    Computer Software Company12%
    Educational Organization9%
    Manufacturing Company7%
    VISITORS READING REVIEWS
    Financial Services Firm25%
    Computer Software Company14%
    Comms Service Provider6%
    Manufacturing Company6%
    Company Size
    VISITORS READING REVIEWS
    Small Business22%
    Midsize Enterprise15%
    Large Enterprise63%
    REVIEWERS
    Small Business22%
    Midsize Enterprise22%
    Large Enterprise56%
    VISITORS READING REVIEWS
    Small Business21%
    Midsize Enterprise14%
    Large Enterprise65%
    REVIEWERS
    Small Business57%
    Large Enterprise43%
    VISITORS READING REVIEWS
    Small Business22%
    Midsize Enterprise14%
    Large Enterprise64%
    Buyer's Guide
    Network Monitoring Software
    March 2024
    Find out what your peers are saying about Zabbix, Datadog, Auvik and others in Network Monitoring Software. Updated: March 2024.
    765,386 professionals have used our research since 2012.

    InfluxDB is ranked 45th in Network Monitoring Software with 8 reviews while SingleStore is ranked 6th in Database as a Service with 7 reviews. InfluxDB is rated 7.6, while SingleStore is rated 8.8. The top reviewer of InfluxDB writes "A powerful, lightweight time series database with a simple query language and easy setup". On the other hand, the top reviewer of SingleStore writes "A reasonably priced product that offers good speed and seamless support". InfluxDB is most compared with MongoDB, Cassandra, Netdata, ScyllaDB and Zabbix, whereas SingleStore is most compared with SQL Server, MySQL, Oracle Database and Teradata.

    We monitor all Network Monitoring Software reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.