Software Alternatives, Accelerators & Startups

Middleware.io VS Netdata

Compare Middleware.io VS Netdata and see what are their differences

Middleware.io logo Middleware.io

Middleware observability platform provides complete visibility into your apps & stack, so you can monitor & diagnose issues anytime, anywhere.

Netdata logo Netdata

Monitor your servers, containers, and applications, in high-resolution and in real-time.
  • Middleware.io Middleware Overview
    Middleware Overview //
    2025-02-17
  • Middleware.io Unified View
    Unified View //
    2025-02-17
  • Middleware.io Alerts
    Alerts //
    2025-02-17
  • Middleware.io log monitoring
    log monitoring //
    2025-02-17
  • Middleware.io APM
    APM //
    2025-02-17

Middleware is an end-to-end cloud observability platform to brings all metrics, logs, and traces in one unified timeline to debug issues faster. It helps you un-silo your data and insights from all your containers, empowers your developers and DevOps to identify root causes, and solves issues in real-time.

With our unified view of metrics, logs, traces, and events, we accelerate troubleshooting and provide AI-driven insights for better infrastructure and application performance.

Key Features: * Infrastructure, Kubernetes, APM, Database, Log, Synthetic and Browser Monitoring * Custom Dashboards and Alerting * AI-Based Advisor Provides Insight and Suggestions * Unified Dashboard

Businesses of all sizes use our platform to reduce downtime and improve the user experience.

  • Netdata Landing page
    Landing page //
    2022-02-16

Netdata collects metrics per second & presents them in low-latency dashboards. It is designed to run on all physical & virtual servers, cloud deployments, Kubernetes clusters, and edge/IoT devices, to monitor your systems, containers & applications.

Scales nicely from a single server to thousands of servers, even in complex multi/mixed/hybrid cloud environments & given enough disk space it can keep your metrics for years.

KEY FEATURES:

💥 Collects metrics from 800+ integrations OS metrics, container metrics, VMs, hardware sensors, apps metrics, OpenMetrics exporters, StatsD & logs.

💪 Real-Time, Low-Latency, High-Resolution All metrics are collected per second & are on the dashboard immediately after data collection. Netdata is fast.

😶‍🌫️ Unsupervised Anomaly Detection Trains multiple ML models for each metric collected & detects anomalies based on the past behavior of each metric individually.

🔥 Powerful Visualization Clear & precise visualization that allows you to quickly understand any dataset, but also to filter, slice & dice the data directly on the dashboard, without the need to learn any query language.

🔔 Out of box Alerts Hundreds of alerts out of the box to detect common issues & pitfalls, revealing issues that can easily go unnoticed. It supports several notification methods to let you know when your attention is needed.

📖 systemd Journal Logs Explorer (BETA - nightly release channel) Provides a systemd journal logs explorer, to view, filter & analyze system & apps logs by directly accessing systemd journal files on individual hosts & infrastructure-wide logs centralization servers.

😎 Low Maintenance Fully automated in every aspect: automated dashboards, out-of-the-box alerts, auto-detection & discovery of metrics, zero-touch ML, easy scalability, high availability &CI/CD friendly.

⭐ Open & Extensible Netdata is a modular platform that can be extended in all possible ways and it also integrates nicely with other monitoring solutions.

Netdata

$ Details
freemium $3 / Monthly (Netdata Pro, $3 /Node /mo - Netdata Business, $4 /Node /mo )
Platforms
Linux Docker AWS Azure Mac OSX Cloud Windows Edge NGINX Oracle
Release Date
2018 June

Middleware.io features and specs

  • Diagnose and troubleshoot issues in real-time.
  • Optimize performance across your entire tech stack
  • Investigate potential threats before they cause damage
  • Gain full insight into infrastructure & application performance
  • Centralized log management

Netdata features and specs

  • Dashboards & visualizations
    Digestible, intuitive, and visually appealing charts for troubleshooting.
  • Configurable
    Zero configuration. Zero maintenance. No preparations. Sane defaults. Auto-detection for all metrics. Immediately usable.
  • Metrics
    Netdata collects, stores and visualizes all the metrics available. We almost never filter out metrics. The more metrics, the better.
  • Real time monitoring
    Netdata is real-time. It collects all metrics every second and it has a data collection to visualization latency of less than a millisecond.
  • Analytics and Reporting
    Detailed analysis on how applications and systems are performing

Analysis of Netdata

Overall verdict

  • Yes, Netdata is generally regarded as a valuable tool for system monitoring and troubleshooting. It is praised for its speed, ease of use, and detailed insights, making it an effective solution for diverse monitoring needs.

Why this product is good

  • Netdata is considered good because it provides real-time monitoring and troubleshooting of systems. It offers detailed insights with minimal resource consumption, and features a user-friendly interface, making it accessible for both technical and non-technical users. Its open-source nature allows for customization and integration with other data sources, enhancing its capabilities.

Recommended for

  • IT professionals who need real-time system diagnostics
  • DevOps teams seeking efficient monitoring tools
  • Small to medium enterprises looking for cost-effective monitoring solutions
  • Open-source enthusiasts who prefer customizable software
  • Organizations that require scalable monitoring solutions across different environments

Middleware.io videos

Middleware - A Full Stack Observability Platform

Netdata videos

Install Netdata on Linux in two minutes

More videos:

Category Popularity

0-100% (relative to Middleware.io and Netdata)
Monitoring Tools
52 52%
48% 48
Developer Tools
100 100%
0% 0
Performance Monitoring
30 30%
70% 70
Dev Ops
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 Middleware.io and Netdata

Middleware.io Reviews

Top 10 Grafana Alternatives in 2024
While all Grafana alternatives do not offer pricing transparency, go for a flexible pricing structure that fits your budget. Tools like Datadog offer pricing based on data volume or monitoring scope, while Middleware offers a flexible pay-as-you-go pricing structure.
Source: middleware.io

Netdata Reviews

The Best Cacti Monitoring Alternatives
Netdata gives you access to sublime real-time health and performance monitoring for all your systems. The Netdata GitHub community has made its growth abundantly clear throughout its last six years of active development.
10 Best Open Source Monitoring Software for IT Infrastructure
Netdata provides unparalleled real-time health monitoring and performance troubleshooting for systems and applications. Over the past six years of development, Netdata’s GitHub community has been essential to its growth.
Source: geekflare.com
4 Best Open Source Dashboard Monitoring Tools In 2019
“Pull” method : you can set Netdata to run on individual nodes and plug your dashboards directly to it. This way, you can scale your node to your needs and you are not concerned about the scaling of different nodes. Also, storage is scoped to what’s really needed by a particular node thus more efficient;

Social recommendations and mentions

Based on our record, Netdata should be more popular than Middleware.io. It has been mentiond 6 times since March 2021. 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.

Middleware.io mentions (1)

Netdata mentions (6)

  • From Netdata Inspiration to SaaS MVP: Server Monitoring with Bun + Claude Code Opus 4.6
    If you've ever set up Netdata, you know that feeling — hundreds of real-time charts, per-second granularity, metrics you didn't even know your kernel exposed. It's a wonderful piece of software, genuinely one of the best open-source monitoring tools out there. - Source: dev.to / 4 months ago
  • Trying to decide best practices for production environment
    Pros are instant HA and Migration. Cons are huge bandwidth hits. With your 4x1gbe you would be maxed out on replicating those 25 VMs. You wouldn't have anything for users. I have a test lab with 4 nodes, 22cpu 100gbram and 30tb space, using low end stuff, 12hdds. Proxmox, ceph dashboard, (the native ceph dashboard you can turn on), and a netdata.cloud account. So I watch it like a hawk and like to load test. Source: over 3 years ago
  • Ask HN: Reducing the maintenance surface area of hosting a small internal app
    Docker-compose, not k8s. Set up a script to update the OS, pull all your containers and reboot after hours once a week or once a day. Make sure the script specifies non interactive. Set up alerting for low disk space, see https://netdata.cloud or use your own tool. - Source: Hacker News / over 4 years ago
  • What’s your preferred stack?
    There can be some issues if you mix and match elastic versions, wazuh versions, logstash versions. But the documentation guides you very well with matrix of what is and is not compatible. You will want a beefy VM to run it in, I started smaller than I should of, and after running a while it kind of puked on itself, certain things would randomly stop working. After giving it 32GB RAM, plenty of disk 4TB, and 8... Source: almost 5 years ago
  • Netdata on MacOS
    $ brew info netdata Netdata: stable 1.29.3 (bottled) Diagnose infrastructure problems with metrics, visualizations & alarms Https://netdata.cloud/ Not installed From: https://github.com/Homebrew/homebrew-core/blob/HEAD/Formula/netdata.rb License: GPL-3.0-or-later ==> Dependencies Build: autoconf ✘, automake ✘, pkg-config ✔ Required: json-c ✘, libuv ✘, lz4 ✘, openssl@1.1 ✔ ==> Caveats To start netdata: brew... Source: almost 5 years ago
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What are some alternatives?

When comparing Middleware.io and Netdata, you can also consider the following products

Better Stack - Everything you need to ship higher‑quality software faster.

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

Sentry.io - From error tracking to performance monitoring, developers can see what actually matters, solve quicker, and learn continuously about their applications - from the frontend to the backend.

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.

Zipy - Zipy is a debugging and prioritization platform that provides user session replay, frontend and network monitoring in one.

Nagios - Complete monitoring and alerting for servers, switches, applications, and services