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Fluent Bit VS Sumo Logic

Compare Fluent Bit VS Sumo Logic and see what are their differences

Fluent Bit logo Fluent Bit

Data collector and log forwarder

Sumo Logic logo Sumo Logic

Sumo Logic is a secure, purpose-built cloud-based machine data analytics service that leverages big data for real-time IT insights
  • Fluent Bit Landing page
    Landing page //
    2023-09-29
  • Sumo Logic Landing page
    Landing page //
    2023-10-20

Fluent Bit features and specs

  • Lightweight
    Fluent Bit is a lightweight and efficient log processor and forwarder, which makes it suitable for environments with limited resources.
  • High Performance
    It is designed to handle high volumes of log data with minimal resource consumption, providing fast data processing and delivery.
  • Versatile
    Fluent Bit supports a wide range of input and output plugins, enabling integration with various data sources and destinations.
  • Configuration Simplicity
    Fluent Bit offers a simple and flexible configuration file, making it easy to set up and manage logging pipelines.
  • Cloud Native
    It is designed to work seamlessly in cloud-native environments and is compatible with container orchestration platforms like Kubernetes.

Possible disadvantages of Fluent Bit

  • Community Support
    While Fluent Bit has active development, community support and resources may not be as extensive as more established logging solutions.
  • Complex Use Cases
    Fluent Bit may not be able to handle complex data processing or transformations out of the box, necessitating additional tools or custom development.
  • Limited GUI
    It lacks a native graphical user interface, which might pose challenges for users who prefer visual configuration and monitoring tools.
  • Learning Curve
    Though it is simpler compared to some alternatives, there can be a learning curve associated with understanding Fluent Bit’s configuration and plugin system.

Sumo Logic features and specs

  • Scalability
    Sumo Logic is designed to handle large volumes of data, making it suitable for organizations of different sizes and industries. It can scale up or down based on your needs.
  • Real-time Analytics
    The platform provides real-time analysis of logs and metrics, allowing for immediate insights and faster decision-making.
  • Unified Platform
    Sumo Logic offers a single platform for application observability, security, and compliance, reducing the need for multiple tools and streamlining workflows.
  • Machine Learning Capabilities
    The platform includes advanced machine learning features for anomaly detection, predictive analytics, and root cause analysis, enhancing the ability to detect and troubleshoot issues.
  • Integrations
    Sumo Logic supports numerous integrations with other tools and platforms, including AWS, Azure, Google Cloud, and various DevOps, security, and observability tools.
  • Compliance and Security
    The platform offers robust security features and facilitates compliance with various industry standards, such as HIPAA, GDPR, and SOC 2.

Possible disadvantages of Sumo Logic

  • Cost
    Sumo Logic can be expensive, particularly for smaller organizations or those with budget constraints. The cost may increase significantly with higher data volumes.
  • Complexity
    The platform has a steep learning curve, especially for users who are new to log management and analytics tools. This could lead to a longer onboarding process.
  • Search Performance
    In some cases, users have reported slow search performance, especially when querying large datasets or during peak usage times.
  • Limited Customization
    While Sumo Logic offers a wide range of features, there are limitations in customizing dashboards and alerts to fit specific requirements fully.
  • Dependence on Internet Connectivity
    As a cloud-based solution, Sumo Logic requires a reliable internet connection. Any disruption in connectivity can impact access to the platform and its features.

Fluent Bit videos

Webinar: Fluent Bit v1.5

More videos:

  • Review - Fluent Bit: Extending Your Logging Pipeline with Go - Warren Fernandes & Jason Keene, Pivotal

Sumo Logic videos

Sumo Logic 2013 Year in Review

More videos:

  • Demo - Next Generation Log Management & Analytics - Demo of Sumo Logic

Category Popularity

0-100% (relative to Fluent Bit and Sumo Logic)
Monitoring Tools
10 10%
90% 90
Log Management
9 9%
91% 91
Performance Monitoring
18 18%
82% 82
Application Performance Monitoring

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Fluent Bit and Sumo Logic

Fluent Bit Reviews

We have no reviews of Fluent Bit yet.
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Sumo Logic Reviews

The 10 Best Nagios Alternatives in 2024 (Paid and Open-source)
Sumo Logic is yet another tempting Nagios alternative, especially appealing to large corporations, while also offering notable infrastructure monitoring capabilities. One standout feature of Sumo Logic is its utilization of cloud-based machine learning, which proves invaluable in efficiently managing vast amounts of data concurrently, making it particularly advantageous for...
Source: betterstack.com
10 Best Grafana Alternatives [2023 Comparison]
Sumo Logic is able to process big data, which means that it is aimed at companies that have a lot of data. In other words, Sumo Logic is aimed at big corporations with big budgets.
Source: sematext.com
11 Best Splunk Alternatives
Sumo Logic is a SaaS-based log management application that can monitor both on-premises and cloud-based services. The platform includes integrations for AWS, Microsoft Azure, Google Cloud, Kubernetes, and Docker, allowing it to work alongside your current tools and services.
8 Dynatrace Alternatives to Consider in 2021
Sumo Logic is an APM platform that promises faster troubleshooting with integrated logs, metrics, and traces. It focuses on cloud operations and providing analytics to support developers. It has multi-cloud support with over 150 apps that you can integrate with your work. It promises security, scalability, reliability, and performance by ensuring that data is unlimited for...
Source: scoutapm.com
Top 5 NGINX Log Analyzer Tools – Driving Business Growth with Data
Sumo Logic offers an application to analyze NGINX server logs. In addition to analyzing NGINX server performance, the tool can monitor complex transactions and track usage patterns. It uses machine learning capabilities to efficiently analyze huge amounts of logs. The unified logging system enables developers to monitor and troubleshoot issues in real-time, allowing faster...

Social recommendations and mentions

Based on our record, Fluent Bit seems to be a lot more popular than Sumo Logic. While we know about 16 links to Fluent Bit, we've tracked only 1 mention of Sumo Logic. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Fluent Bit mentions (16)

  • Vectorized Data Pipelines
    I kept an eye on both Fluent Bit and Vector for a while. I decided to pick one to test in production, in particular to:. - Source: dev.to / 20 days ago
  • Building Web Applications Using Amazon EKS : AWS Project
    In this lab, you will use *Fluent Bit *to route logs. The lab order will install CloudWatch Agent **to collect metric of the cluster and **Fluent Bit to send logs to CloudWatch Logs in DaemonSet type. - Source: dev.to / 6 months ago
  • Data on Kubernetes: Part 4 - Argo Workflows: Simplify parallel jobs : Container-native workflow engine for Kubernetes 🔮
    In this section, we'll dive into creating and deploying a data processing platform on Amazon Elastic Kubernetes Service Amazon EKS.   The solution includes essential Kubernetes add-ons: Argo Workflows, Argo Events, Spark Operator for managing Spark jobs, Fluent Bit for logging, and Prometheus for metrics. - Source: dev.to / 10 months ago
  • Using Cloud Monitoring to Monitor IRIS-Based Applications Deployed in GKE
    We’ve shown one of the almost endless approaches to monitoring IRIS applications deployed in GKE. This time we’ve focused on metrics stored in Cloud Monitoring and displayed in Grafana. But don’t forget about IRIS logs. Pods logs are, at the moment of writing, gathered by fluentbit and sent to Cloud Logging where they can be viewed. - Source: dev.to / 12 months ago
  • Fluent Bit with ECS: Configuration Tips and Tricks
    $ docker run --rm fluent-bit-dummy WARNING: The requested image's platform (linux/amd64) does not match the detected host platform (linux/arm64/v8) and no specific platform was requested Fluent Bit v1.9.10 * Copyright (C) 2015-2022 The Fluent Bit Authors * Fluent Bit is a CNCF sub-project under the umbrella of Fluentd * https://fluentbit.io [2023/12/24 16:06:59] [ info] [fluent bit] version=1.9.10,... - Source: dev.to / over 1 year ago
View more

Sumo Logic mentions (1)

  • Roadmap for July
    He's coming with years of experience of having architected systems at Uber, Flock, Sumo Logic and was a founding engineer who helped design the cryptography primitives at Zeta. Someone of his caliber coming onboard means that we'll be able to ship nicer things faster. 🎉. Source: almost 4 years ago

What are some alternatives?

When comparing Fluent Bit and Sumo Logic, you can also consider the following products

Prometheus - An open-source systems monitoring and alerting toolkit.

Datadog - See metrics from all of your apps, tools & services in one place with Datadog's cloud monitoring as a service solution. Try it for free.

Telegraf - Telegraf is the Agent for Collecting & Reporting Metrics & Data.

Dynatrace - Cloud-based quality testing, performance monitoring and analytics for mobile apps and websites. Get started with Keynote today!

collectd - System and applications metrics collector

LogicMonitor - LogicMonitor is the SaaS performance monitoring platform for the world's best IT teams. Deploy Fast, Monitor More, Improve Ops.