Software Alternatives, Accelerators & Startups

Serverless VS Netdata

Compare Serverless VS Netdata and see what are their differences

Serverless logo Serverless

Toolkit for building serverless applications

Netdata logo Netdata

Monitor your servers, containers, and applications, in high-resolution and in real-time.
  • Serverless Landing page
    Landing page //
    2023-08-06
  • 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:

๐Ÿ’ฅ Collects metrics from 800+ integrations OS metrics, container metrics, VMs, hardware sensors, apps metrics, OpenMetrics exporters, StatsD & logs.

๐Ÿ’ช Real-Time, Low-Latency, High-Resolution All metrics are collected per second & are on the dashboard immediately after data collection. Netdata is fast.

๐Ÿ˜ถโ€๐ŸŒซ๏ธ Unsupervised Anomaly Detection Trains multiple ML models for each metric collected & detects anomalies based on the past behavior of each metric individually.

๐Ÿ”ฅ 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.

๐Ÿ”” 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.

๐Ÿ“– 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.

๐Ÿ˜Ž 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.

โญ 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

Serverless features and specs

  • Scalability
    Serverless architectures can automatically scale up or down based on the traffic, without the need for manual intervention.
  • Cost Efficiency
    You only pay for what you use. There are no expenses for idle times because billing is based on the actual amount of resources consumed by your application.
  • Reduced Maintenance
    No need to manage, patch, update, or monitor servers. This allows focus on writing code and deploying features.
  • Speed of Development
    Serverless platforms provide built-in integration with other services, which makes it quicker to develop and deploy applications.
  • High Availability
    Serverless platforms typically offer high availability and fault tolerance out of the box, reducing the risk of downtime.

Possible disadvantages of Serverless

  • Cold Start Latency
    Serverless functions can suffer from higher latency during initial invocation or when they havenโ€™t been used for a while.
  • Limited Execution Time
    Most serverless platforms impose a maximum execution time limit on functions, which may not be suitable for long-running applications.
  • Vendor Lock-In
    Serverless architectures often rely on the specific features and services of a cloud provider, which can make it difficult to switch providers.
  • Complexity in Debugging
    Debugging and monitoring serverless applications can be more challenging compared to traditional architectures, due to their distributed and ephemeral nature.
  • Security Concerns
    Sharing resources on a serverless platform can introduce security vulnerabilities that must be managed vigilantly.

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 Serverless

Overall verdict

  • Serverless is a good choice for developers who want to focus more on writing code rather than managing servers. It is well-suited for scenarios where scalability, cost-efficiency, and rapid deployment are critical. However, it might not be the best option for applications with high execution duration or complex dependencies that require low-latency network access or specialized hardware.

Why this product is good

  • Serverless (provided by serverless.com) is a popular framework for building applications that leverage serverless architecture, which eliminates the need for server management and minimizes overhead. It allows developers to deploy functions without worrying about the underlying infrastructure, scaling automatically according to demand. This streamlines the deployment process, reduces operational costs, and accelerates development timelines.

Recommended for

  • Startups and small businesses looking to minimize infrastructure costs.
  • Developers focusing on microservices and event-driven architectures.
  • Teams needing rapid prototyping and development cycles.
  • Applications with variable workloads and unpredictable traffic patterns.

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

Serverless videos

Thoughts on Zero V3, Instant Page and Serverless 1.37!

Netdata videos

Install Netdata on Linux in two minutes

More videos:

  • Tutorial - Netdata's standard dashboard

Category Popularity

0-100% (relative to Serverless and Netdata)
Developer Tools
100 100%
0% 0
Monitoring Tools
0 0%
100% 100
Open Source
100 100%
0% 0
Performance Monitoring
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Serverless and Netdata

Serverless Reviews

We have no reviews of Serverless yet.
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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, Netdataโ€™s GitHub community has been essential to its growth.
Source: geekflare.com
4 Best Open Source Dashboard Monitoring Tools In 2019
โ€œPullโ€ 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 whatโ€™s really needed by a particular node thus more efficient;

Social recommendations and mentions

Based on our record, Serverless should be more popular than Netdata. It has been mentiond 39 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.

Serverless mentions (39)

  • Show HN: Winglang โ€“ a new Cloud-Oriented programming language
    GP may have been referring to Serverless Framework (http://serverless.com//). - Source: Hacker News / over 2 years ago
  • Invocation error - can't find any results helping me to solve this issue
    I deployed a lambda and http api gateway using a serverless.com (sls) template as a start. I get the following error when it processes a specific request:. Source: almost 3 years ago
  • Deploying Lambdas from Zipped Code on S3 vs Image Repository
    Have you tried serverless.com ? It lets you have infrastructure as code. Source: over 3 years ago
  • [p] I built an open source platform to deploy computationally intensive Python functions as serverless jobs, with no timeouts
    - With Lambda, you manage creating and building the container yourself, as well as updating the Lambda function code. There are tools out there such as sst or serverless.com which help streamline this. Source: over 3 years ago
  • AWS Lambda, a good host for a rest API?
    If you'd like to use Lambda, usually you need to engineer FOR it, from day one, you don't (often) get to choose some other framework and shoehorn it into Lambda and Serverless. There's some great frameworks to help deploy code into Lambda easily and create REST endpoints for things, one such frameworks is serverless.com that helps easily deploy to it, but it lacks a framework for doing REST that also supports... Source: over 3 years ago
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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 โ€” 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
  • Whatโ€™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 โœ˜, automake โœ˜, pkg-config โœ” Required: json-c โœ˜, libuv โœ˜, lz4 โœ˜, openssl@1.1 โœ” ==> Caveats To start netdata: brew... Source: almost 5 years ago
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What are some alternatives?

When comparing Serverless and Netdata, you can also consider the following products

SST - Work on your serverless apps live

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

CTO.ai - Build, share & run developer workflows in the CLI + Slack

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.

AWS Lambda - Automatic, event-driven compute service

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