The only agent that thinks for itself

Autonomous Monitoring with self-learning AI built-in, operating independently across your entire stack.

Unlimited Metrics & Logs
Machine learning & MCP
5% CPU, 150MB RAM
3GB disk, >1 year retention
800+ integrations, zero config
Dashboards, alerts out of the box
> Discover Netdata Agents

Centralized metrics streaming and storage

Aggregate metrics from multiple agents into centralized Parent nodes for unified monitoring across your infrastructure.

Stream from unlimited agents
Long-term data retention
High availability clustering
Data replication & backup
Scalable architecture
Enterprise-grade security
> Learn about Parents

Fully managed cloud platform

Access your monitoring data from anywhere with our SaaS platform. No infrastructure to manage, automatic updates, and global availability.

Zero infrastructure management
99.9% uptime SLA
Global data centers
Automatic updates & patches
Enterprise SSO & RBAC
SOC2 & ISO certified
> Explore Netdata Cloud

Deploy Netdata Cloud in your infrastructure

Run the full Netdata Cloud platform on-premises for complete data sovereignty and compliance with your security policies.

Complete data sovereignty
Air-gapped deployment
Custom compliance controls
Private network integration
Dedicated support team
Kubernetes & Docker support
> Learn about Cloud On-Premises

Powerful, intuitive monitoring interface

Modern, responsive UI built for real-time troubleshooting with customizable dashboards and advanced visualization capabilities.

Real-time chart updates
Customizable dashboards
Dark & light themes
Advanced filtering & search
Responsive on all devices
Collaboration features
> Explore Netdata UI

Monitor on the go

Native iOS and Android apps bring full monitoring capabilities to your mobile device with real-time alerts and notifications.

iOS & Android apps
Push notifications
Touch-optimized interface
Offline data access
Biometric authentication
Widget support
> Download apps

The future of infrastructure observability

See our strategic direction across AI-native observability, full-stack signals, operational intelligence, and enterprise platform maturity.

AI-native observability
Full-stack signal coverage
Operational intelligence
Enterprise platform maturity
Agent releases every 6 weeks
Cloud continuous delivery
> Explore Product Roadmap

Best energy efficiency

True real-time per-second

100% automated zero config

Centralized observability

Multi-year retention

High availability built-in

Zero maintenance

Always up-to-date

Enterprise security

Complete data control

Air-gap ready

Compliance certified

Millisecond responsiveness

Infinite zoom & pan

Works on any device

Native performance

Instant alerts

Monitor anywhere

AI-native observability

Continuous delivery

Open source foundation

80% Faster Incident Resolution

AI-powered troubleshooting from detection, to root cause and blast radius identification, to reporting.

True Real-Time and Simple, even at Scale

Linearly and infinitely scalable full-stack observability, that can be deployed even mid-crisis.

90% Cost Reduction, Full Fidelity

Instead of centralizing the data, Netdata distributes the code, eliminating pipelines and complexity.

See and Map Your Entire Network

Live topology, flow analytics, and SNMP device and trap monitoring — unified with your full-stack observability.

Control Without Surrender

SOC 2 Type 2 certified with every metric kept on your infrastructure.

Integrations

800+ collectors and notification channels, auto-discovered and ready out of the box.

800+ data collectors
Auto-discovery & zero config
Cloud, infra, app protocols
Notifications out of the box
> Explore integrations
Real Results
46% Cost Reduction

Reduced monitoring costs by 46% while cutting staff overhead by 67%.

— Leonardo Antunez, Codyas

Zero Pipeline

No data shipping. No central storage costs. Query at the edge.

From Our Users
"Out-of-the-Box"

So many out-of-the-box features! I mostly don't have to develop anything.

— Simon Beginn, LANCOM Systems

No Query Language

Point-and-click troubleshooting. No PromQL, no LogQL, no learning curve.

Enterprise Ready
67% Less Staff, 46% Cost Cut

Enterprise efficiency without enterprise complexity—real ROI from day one.

— Leonardo Antunez, Codyas

SOC 2 Type 2 Certified

Zero data egress. Only metadata reaches the cloud. Your metrics stay on your infrastructure.

Full Coverage
800+ Collectors

Auto-discovered and configured. No manual setup required.

Any Notification Channel

Slack, PagerDuty, Teams, email, webhooks—all built-in.

Built for the People Who Get Paged

Because 3am alerts deserve instant answers, not hour-long hunts.

Every Industry Has Rules. We Master Them.

See how healthcare, finance, and government teams cut monitoring costs 90% while staying audit-ready.

Monitor Any Technology. Configure Nothing.

Install the agent. It already knows your stack.
From Our Users
"A Rare Unicorn"

Netdata gives more than you invest in it. A rare unicorn that obeys the Pareto rule.

— Eduard Porquet Mateu, TMB Barcelona

99% Downtime Reduction

Reduced website downtime by 99% and cloud bill by 30% using Netdata alerts.

— Falkland Islands Government

Real Savings
30% Cloud Cost Reduction

Optimized resource allocation based on Netdata alerts cut cloud spending by 30%.

— Falkland Islands Government

46% Cost Cut

Reduced monitoring staff by 67% while cutting operational costs by 46%.

— Codyas

Real Coverage
"Plugin for Everything"

Netdata has agent capacity or a plugin for everything, including Windows and Kubernetes.

— Eduard Porquet Mateu, TMB Barcelona

"Out-of-the-Box"

So many out-of-the-box features! I mostly don't have to develop anything.

— Simon Beginn, LANCOM Systems

Real Speed
Troubleshooting in 30 Seconds

From 2-3 minutes to 30 seconds—instant visibility into any node issue.

— Matthew Artist, Nodecraft

20% Downtime Reduction

20% less downtime and 40% budget optimization from out-of-the-box monitoring.

— Simon Beginn, LANCOM Systems

Pay per Node. Unlimited Everything Else.

One price per node. Unlimited metrics, logs, users, and retention. No per-GB surprises.

Free tier—forever
No metric limits or caps
Retention you control
Cancel anytime
> See pricing plans

What's Your Monitoring Really Costing You?

Most teams overpay by 40-60%. Let's find out why.

Expose hidden metric charges
Calculate tool consolidation
Customers report 30-67% savings
Results in under 60 seconds
> See what you're really paying

Your Infrastructure Is Unique. Let's Talk.

Because monitoring 10 nodes is different from monitoring 10,000.

On-prem & air-gapped deployment
Volume pricing & agreements
Architecture review for your scale
Compliance & security support
> Start a conversation

Monitoring That Sells Itself

Deploy in minutes. Impress clients in hours. Earn recurring revenue for years.

30-second live demos close deals
Zero config = zero support burden
Competitive margins & deal protection
Response in 48 hours
> Apply to partner

Per-Second Metrics at Homelab Prices

Same engine, same dashboards, same ML. Just priced for tinkerers.

Community: Free forever · 5 nodes · non-commercial
Homelab: $90/yr · unlimited nodes · fair usage
> Get the Homelab Plan

$1,000 Per Referral. Unlimited Referrals.

Your colleagues get 10% off. You get 10% commission. Everyone wins.

10% of subscriptions, up to $1,000 each
Track earnings inside Netdata Cloud
PayPal/Venmo payouts in 3-4 weeks
No caps, no complexity
> Get your referral link
Cost Proof
40% Budget Optimization

"Netdata's significant positive impact" — LANCOM Systems

Calculate Your Savings

Compare vs Datadog, Grafana, Dynatrace

Savings Proof
46% Cost Reduction

"Cut costs by 46%, staff by 67%" — Codyas

30% Cloud Bill Savings

"Reduced cloud bill by 30%" — Falkland Islands Gov

Enterprise Proof
"Better Than Combined Alternatives"

"Better observability with Netdata than combining other tools." — TMB Barcelona

Real Engineers, <24h Response

DPA, SLAs, on-prem, volume pricing

Why Partners Win
Demo Live Infrastructure

One command, 30 seconds, real data—no sandbox needed

Zero Tickets, High Margins

Auto-config + per-node pricing = predictable profit

Homelab Ready
Free Video Course

8-episode Netdata tutorial by LearnLinux.tv

76k+ GitHub Stars

3rd most starred monitoring project

Worth Recommending
Product That Delivers

Customers report 40-67% cost cuts, 99% downtime reduction

Zero Risk to Your Rep

Free tier lets them try before they buy

AI Support Assistant, Available 24/7

Nedi has access to all official documentation, source code, and resources. Ask any question about Netdata—responds in your language.

Deployment & configuration
Troubleshooting & sizing
Alerts & notifications
Evidence-based answers
> Ask Nedi now

Never Fight Fires Alone

Docs, community, and expert help—pick your path to resolution.

Learn.netdata.cloud docs
Discord, Forums, GitHub
Premium support available
> Get answers now

60 Seconds to First Dashboard

One command to install. Zero config. 850+ integrations documented.

Linux, Windows, K8s, Docker
Auto-discovers your stack
> Read our documentation

76,000+ Engineers Strong

615+ contributors. 1.5M daily downloads. One mission: simplify observability.

Per-Second. 90% Cheaper. Data Stays Home.

Side-by-side comparisons: costs, real-time granularity, and data sovereignty for every major tool.

See why teams switch from Datadog, Prometheus, Grafana, and more.

> Browse all comparisons
Edge-Native Observability, Born Open Source
Per-second visibility, ML on every metric, and data that never leaves your infrastructure.
Founded in 2016
615+ contributors worldwide
Remote-first, engineering-driven
Open source first
> Read our story
Promises We Publish—and Prove
12 principles backed by open code, independent validation, and measurable outcomes.
Open source, peer-reviewed
Zero config, instant value
Data sovereignty by design
Aligned pricing, no surprises
> See all 12 principles
Edge-Native, AI-Ready, 100% Open
76k+ stars. Full ML, AI, and automation—GPLv3+, not premium add-ons.
76,000+ GitHub stars
GPLv3+ licensed forever
ML on every metric, included
Zero vendor lock-in
> Explore our open source
Build Real-Time Observability for the World
Remote-first team shipping per-second monitoring with ML on every metric.
Remote-first, fully distributed
Open source (76k+ stars)
Challenging technical problems
Your code on millions of systems
> See open roles
Meet the Team Behind Netdata
Conferences, meetups, and tradeshows where you can see Netdata in action and talk to the engineers who build it.
Live demos and deep dives
Book 1-on-1 meetings
Talks and panel sessions
Event recaps and photos
> See all events
Talk to a Netdata Human in <24 Hours
Sales, partnerships, press, or professional services—real engineers, fast answers.
Discuss your observability needs
Pricing and volume discounts
Partnership opportunities
Media and press inquiries
> Book a conversation
Your Data. Your Rules.
On-prem data, cloud control plane, transparent terms.
Trust & Scale
76,000+ GitHub Stars

One of the most popular open-source monitoring projects

SOC 2 Type 2 Certified

Enterprise-grade security and compliance

Data Sovereignty

Your metrics stay on your infrastructure

Validated
University of Amsterdam

"Most energy-efficient monitoring solution" — ICSOC 2023, peer-reviewed

ADASTEC (Autonomous Driving)

"Doesn't miss alerts—mission-critical trust for safety software"

Community Stats
615+ Contributors

Global community improving monitoring for everyone

1.5M+ Downloads/Day

Trusted by teams worldwide

GPLv3+ Licensed

Free forever, fully open source agent

Why Join?
Remote-First

Work from anywhere, async-friendly culture

Impact at Scale

Your work helps millions of systems

$ guides / nvme / nvme-nvm-subsystem-reliability-degraded ▌

Operations Guides

NVMe NVM subsystem reliability degraded: critical warning bit 2

Your monitoring just reported critical_warning : 0x4 on an NVMe device, or smartctl printed “SMART overall-health self-assessment test result: FAILED! - NVM subsystem reliability has been degraded.” The drive is still serving I/O. Nothing in the kernel log looks catastrophic. Is the drive dying, or is this noise?

It depends on what else the SMART log says. Critical warning bit 2 is the vaguest bit in the critical warning byte. The specification language is broad: the controller has detected significant media-related errors, or some internal error, that degrades NVM subsystem reliability. What counts as “significant” and “degraded” is left to the vendor, and vendors interpret it very differently. Some drives set bit 2 only when the flash is genuinely failing. Others, notably several Samsung consumer models, set it preemptively the moment Percentage Used crosses 100 percent, which is a warranty-consumed signal, not a failure signal.

Your job when this bit fires is to determine which situation you are in before you either ignore a dying drive or panic over a healthy one.

What this means

The NVMe critical warning byte lives in the SMART / Health Information log page and is a bitmask. Each bit is an independent assertion by the controller. Bit 2, value 0x04, is defined as: the NVM subsystem reliability has been degraded due to significant media related errors or any internal error that degrades NVM subsystem reliability. The kernel constant is NVME_SMART_CRIT_RELIABILITY. nvme-cli labels the bit “NVM subsystem Reliability” in its smart-log breakdown, and Netdata exposes it as the nvm_subsystem_reliability dimension in the nvme.device_critical_warnings_state chart.

Two properties of this bit matter operationally:

  • It is a self-assessment, not a measurement. The controller is telling you its own conclusion about its health. The inputs to that conclusion (ECC correction rates, internal retry counts, spare consumption, endurance math) are vendor-specific and mostly invisible to the host. Different vendors set this bit at wildly different internal thresholds, from “elevated ECC corrections” to “imminent death.”
  • It can be set preemptively. Some drives assert bit 2 when the rated endurance is consumed, even with zero media errors and full spare capacity. On those drives the bit means “warranty is over,” not “data is at risk.”

This is why the correct severity for bit 2 alone is a ticket, not a page. It demands same-shift investigation. It becomes page-worthy only when a second, independent signal confirms active degradation: specifically, a rising media_errors rate. The drive’s own assessment plus ongoing observable media failures is the Silent Data Degradation pattern, and that combination means data you can still read today may not be readable next month.

For the full decoding of the critical warning byte, see NVMe critical_warning is nonzero: decoding the SMART critical warning bitmask.

Common causes

CauseWhat it looks likeFirst thing to check
Genuine NAND degradationBit 2 set, media_errors incrementing, available_spare decliningnvme smart-log media_errors rate over hours
Endurance consumed (warranty expiry)Bit 2 set, percentage_used >= 100, media_errors zero, available_spare 100%Compare percentage_used against the other fields
Internal controller errorBit 2 set, num_err_log_entries climbing, media_errors flatnvme error-log /dev/nvme0 entry status codes
Latent bad blocks surfaced by a scanSmall media_errors bump after a backup or scrub, bit 2 set onceWhether media_errors keeps increasing after the scan ends
Vendor-specific preemptive assertionBit 2 set on a drive past rated endurance with clean SMART otherwiseVendor documentation or known model behavior

Quick checks

All of these are read-only.

# Show the full SMART health log for the device
nvme smart-log /dev/nvme0

# Isolate the critical warning byte (0x04 = bit 2)
nvme smart-log /dev/nvme0 | grep "critical_warning"

# The corroborating fields: media errors, spare, endurance, error log count
nvme smart-log /dev/nvme0 | grep -E "media_errors|available_spare|percentage_used|num_err_log_entries"

# Inspect the actual error log entries (status codes, LBAs, namespaces)
nvme error-log /dev/nvme0

# Check the kernel log for corroborating I/O errors
dmesg | grep -i "nvme" | grep -iE "error|critical|fail"

A single snapshot of media_errors is a lifetime counter and tells you almost nothing by itself. Take two readings a few minutes apart under normal load. The delta is the signal.

How to diagnose it

The diagnostic question is: is the media actively failing right now, or did the controller set this bit for a reason that does not involve current data loss?

flowchart TD
  A[Bit 2 set: 0x04] --> B{media_errors increasing?}
  B -- yes --> C{available_spare declining or below threshold?}
  C -- yes --> D[PAGE: active degradation
verify redundancy, plan immediate replacement] C -- no --> E[PAGE: silent data degradation
errors without spare consumption still mean unreadable data] B -- no --> F{percentage_used >= 100%?} F -- yes --> G[Likely warranty-expiry assertion
TICKET: schedule replacement, keep watching] F -- no --> H{num_err_log_entries increasing?} H -- yes --> I[Inspect error-log entries
non-media errors: firmware or driver issue] H -- no --> J[Isolated or stale assertion
TICKET: baseline and monitor rates]
  1. Read the full SMART log. Note critical_warning, media_errors, available_spare, available_spare_threshold, percentage_used, and num_err_log_entries.
  2. Establish the media_errors rate. Poll every 60 seconds for 10 to 15 minutes under normal workload. Any increment means uncorrectable errors are occurring during operation. A flat counter means nothing is actively failing.
  3. Check available spare against its threshold. If available_spare is at or below the vendor threshold, bit 0 will also be set and the drive is a replace-now candidate. If spare is 100 percent and the threshold is untouched, the flash block pool is intact.
  4. Check percentage_used. If it is at or above 100 and media_errors is zero with full spare, you are very likely looking at the endurance-consumed assertion. Empirically, Samsung 960 EVO and 970 EVO Plus drives set bit 2 exactly when Percentage Used crosses 100 percent, with otherwise clean SMART data; field reports of 970 EVO Plus drives with Percentage Used above 100 and 100% available spare confirm the pattern. Other Samsung models may behave the same way. The NVMe specification itself notes that a Percentage Used value of 100 means the estimated endurance has been consumed but “may not indicate an NVM subsystem failure.” At least one major hosting provider’s standard guidance for 0x04 is: as long as Available Spare is above its threshold, the message reflects expired warranty and can be safely deprioritized.
  5. Inspect the error log. Run nvme error-log /dev/nvme0 and look at the status codes of recent entries. Uncorrectable read errors on specific LBAs point at media. Admin command errors or internal errors without media involvement point at firmware or driver territory. The log is a circular buffer: at high error rates, the oldest entries, which often contain the root cause, get overwritten.
  6. Classify and set severity. Bit 2 plus rising media_errors is the Silent Data Degradation pattern: page it. Everything else is a ticket with a monitoring follow-up.

Metrics and signals to monitor

SignalWhy it mattersWarning sign
nvm_subsystem_reliability (critical warning bit 2)The controller’s own degraded-reliability assessmentAsserted at all; asserted together with rising media_errors
nvme.device_media_errors_rateUncorrectable errors are the ground truth of media healthAny rate above 0 per second; accelerating rate
nvme.device_available_spare_percRemaining block-replacement runwayDeclining trend; at or below vendor threshold
nvme.device_estimated_endurance_percExplains preemptive bit-2 assertionsAt or above 100 percent
nvme.device_error_log_entries_rateBroader error activity beyond mediaIncreasing while media_errors stays flat (firmware or driver issue)
Read latency on the deviceRetried reads show up as sporadic latency before hard errorsSporadic high read latency, especially on cold data

Fixes

There is no software fix that clears bit 2 on a drive whose media is actually failing. The correct responses, by cause:

Active media degradation (bit 2 plus rising media_errors). Treat the drive as failed-but-still-serving. Verify RAID, replication, or backup health first, because the window where the data is still readable is closing. Force a rewrite or re-replication of at-risk data so redundant copies are current. Replace the drive immediately; do not wait for a maintenance window if media_errors is accelerating. If reads start failing at the block layer, you will see the kernel errors covered in blk_update_request: I/O error, dev nvme0n1.

Warranty-expiry assertion (bit 2, percentage_used >= 100, clean everything else). Schedule replacement on a normal procurement cycle. The drive is past its rated endurance and its failure signals deserve closer watching, but nothing is actively wrong. Adjust your alerting so this known-benign state does not page: alert on the bit-2-plus-media_errors combination rather than the bit alone. If smartd noise is the problem, smartmontools 7.5 added a -H MASK directive for smartd.conf that lets you ignore specific bits of the NVMe critical warning byte (MASK is a hex bitmask of the bits to keep monitoring; e.g. -H 0xf9 ignores the temperature and reliability bits, and -H 0xff is the full check) instead of the older workaround of excluding the device from monitoring entirely.

Internal or non-media errors. If num_err_log_entries is climbing without media_errors, classify the error log entries, check whether a firmware update addresses known issues for that model, and watch for escalation into controller instability. A controller whose internal errors progress to hangs will show up as resets; see NVMe controller reset loop: repeated resets from a firmware hang.

Prevention

You cannot prevent bit 2 from firing, but you can prevent it from being a surprise:

  • Alert per bit, not on the byte. A single critical_warning != 0 alert collapses a read-only emergency (bit 3), a thermal transient (bit 1), a replacement planning signal (bit 0), and this ambiguous bit 2 into one severity. Per-bit alerts with appropriate routing are essential.
  • Escalate on the combination, not the bit. The rule that matches reality: ticket on bit 2 alone, page on bit 2 plus a rising media_errors rate. This catches genuine degradation early and filters out preemptive vendor assertions.
  • Track percentage_used and available_spare trends. If you know a drive is approaching 100 percent endurance, a subsequent bit-2 assertion has context before anyone gets woken up.
  • Poll SMART at a sane cadence. SMART counters update on the controller’s schedule; polling faster than every 30 to 60 seconds buys nothing. Do poll continuously, because the critical warning bits report current state and are not persistent (per the NVM Express spec), so a controller reset can clear them even when the underlying condition persists.

How Netdata helps

  • Netdata decodes the critical warning byte into per-bit dimensions in nvme.device_critical_warnings_state, including nvm_subsystem_reliability for bit 2, so you can alert on this specific assertion instead of the raw byte.
  • It presents media_errors as an incremental rate (nvme.device_media_errors_rate), which is exactly the corroborating signal that decides whether bit 2 is a ticket or a page.
  • Available spare, spare threshold context, and estimated endurance (nvme.device_available_spare_perc, nvme.device_estimated_endurance_perc) are collected alongside, so the warranty-expiry explanation is visible in the same view as the warning itself.
  • The error log entries rate (nvme.device_error_log_entries_rate) separates media problems from firmware or command-level problems without pulling logs by hand.
  • Because all of these are per-second, per-device charts, the correlation this article describes (bit 2 plus media_errors rate plus spare trend) is a single-screen diagnosis rather than a cross-tool hunt.