Software Alternatives, Accelerators & Startups

Fluent Bit VS Graphite

Compare Fluent Bit VS Graphite and see what are their differences

Fluent Bit logo Fluent Bit

Data collector and log forwarder

Graphite logo Graphite

Graphite is a highly scalable real-time graphing system.
  • Fluent Bit Landing page
    Landing page //
    2023-09-29
  • Graphite Landing page
    Landing page //
    2021-10-13

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.

Graphite features and specs

  • Scalability
    Graphite is designed for high performance and can handle large volumes of time-series data, making it suitable for scaling up as data grows.
  • Flexibility
    Graphite offers a flexible schema, allowing users to define their own metrics and naming conventions that best suit their monitoring needs.
  • Integration
    Graphite integrates easily with a variety of data sources and visualization tools such as Grafana, making it a versatile option for many monitoring setups.
  • Open Source
    Being an open-source tool, Graphite has a strong community for support and contributions, and it is also free to use without licensing costs.
  • Customizability
    Graphite allows for extensive customization of dashboards and visualization options, providing users with many ways to view and interpret their data.

Possible disadvantages of Graphite

  • Complex Setup
    The initial setup and configuration of Graphite can be complex and time-consuming, often requiring in-depth knowledge of the system.
  • Performance Issues
    While Graphite is designed for high performance, it can sometimes struggle with write-heavy loads and may require additional setup to maintain efficiency.
  • High Resource Consumption
    Graphite can consume significant system resources, especially disk I/O and CPU, which might be a concern for environments with limited resources.
  • Limited Built-in Visualization
    The native Graphite-web UI is considered less feature-rich compared to more modern tools like Grafana, which may necessitate additional tools for better visualization.
  • Maintenance Overhead
    Due to its complexity and resource needs, maintaining Graphite can involve a significant overhead, particularly in larger or more dynamic environments.

Fluent Bit videos

Webinar: Fluent Bit v1.5

More videos:

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

Graphite videos

Review: Samson Graphite 49 & Graphite 25 | Audio Mentor

More videos:

  • Demo - Faber-Castell 9000 graphite pencil review and tiger demo - w/ Lachri
  • Review - Graphite pencil brand review

Category Popularity

0-100% (relative to Fluent Bit and Graphite)
Monitoring Tools
32 32%
68% 68
Log Management
40 40%
60% 60
Website Builder
0 0%
100% 100
Performance Monitoring
100 100%
0% 0

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 Graphite

Fluent Bit Reviews

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Graphite Reviews

The 10 Best Nagios Alternatives in 2024 (Paid and Open-source)
Although Graphite's UI might not be the most impressive, it seamlessly integrates with Grafana for improved visualizations. It's important to note that Graphite itself doesn't collect data directly; instead, applications need to be configured to send data to Graphite. Carbon then listens for this data and forwards it to Whisper, where it is stored in time series format on...
Source: betterstack.com
4 Best Time Series Databases To Watch in 2019
Graphite is a even more established and very widely used time series database system. Graphite is a powerful monitoring tool that store numeric time series data and display them on demand via its Graphite-web interface at a fair speed. Graphite is most of the time used as a system, network and application performance metric store. Big companies such as Booking.com, Reddit...
Source: medium.com

Social recommendations and mentions

Fluent Bit might be a bit more popular than Graphite. We know about 16 links to it since March 2021 and only 13 links to Graphite. 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 / 6 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 / 9 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
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Graphite mentions (13)

  • 11 Most Popular Tools for Logging and Monitoring API Calls
    Graphite is an open source monitoring and logging system that utilizes a push-based design architecture. What this means is that Graphite allows services to push their API logs into a component called Graphite Carbon, which is then stored in a database for later deep introspection and transformation. Prometheus, another open-source monitoring toolkit designed for cloud-native applications, is often used alongside... - Source: dev.to / about 1 month ago
  • Graphite: Node-based, non-destructive, procedural 2D vector editor
    Not to be confused with: https://graphiteapp.org/ (Time Series DB) https://graphite.dev/ (Code review suite). - Source: Hacker News / 2 months ago
  • Top 10 Prometheus Alternatives in 2024 [Includes Open-Source]
    Graphite is a time-series data storage and retrieval tool that can complement or replace Prometheus in certain scenarios. - Source: dev.to / 7 months ago
  • The Rise of Open Source Time Series Databases
    Graphite[1] has interesting plugin ecosystem like Grafana[2] & has been around since 2009. Architecture of Open Source Applications book[3] has done a nice overview of the architecture. I really like how it reuses linux filesystem as data store, making archiving very simple. [1]: https://graphiteapp.org/. - Source: Hacker News / 8 months ago
  • Graphite: In-development raster and vector 2D graphics editor that is FOSS
    This name is well established as a trending and graphing open source project: https://graphiteapp.org/. - Source: Hacker News / almost 2 years ago
View more

What are some alternatives?

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

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

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

Grafana - Data visualization & Monitoring with support for Graphite, InfluxDB, Prometheus, Elasticsearch and many more databases

Zabbix - Track, record, alert and visualize performance and availability of IT resources

NewRelic - New Relic is a Software Analytics company that makes sense of billions of metrics across millions of apps. We help the people who build modern software understand the stories their data is trying to tell them.

collectd - System and applications metrics collector