Driver FixRecommendedSound, Wi-Fi or graphics acting up? Check drivers firstFind missing or outdated drivers fast.Check DriversOctober DealsAmazon USOctober deal check: compare before you payAmazon US: current deals, useful picks and tech finds.Check DealsWindows FixRecommendedWindows errors stealing your time? Find the fix fastScan stability, cleanup and performance issues.Fix Now×
Skip to content
World desk4 min

DORA Metrics: The Complete Guide for Engineering Teams (2026)

DORA's current model has five delivery metrics, not four. Here are the definitions, how throughput and instability fit together, and how to measure them per service.
Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

DORA’s current software delivery performance model has five metrics, not four: change lead time, deployment frequency, failed deployment recovery time, change fail rate, and deployment rework rate. Three describe throughput and two describe instability. DORA says to calculate them for one application or service at a time and to track each service’s trend against its own baseline. They are not a context-free league table.

The five DORA metrics at a glance

DORA’s guide to software delivery performance metrics, written by Nathen Harvey for DORA and Google Cloud, groups the measures like this:

As an Amazon Associate I earn from qualifying purchases.

Metric Group DORA definition What to pin down on your team
Change lead time Throughput Time for a change to move from commit in version control to production deployment. Use the same start event (commit) and end event (running in production) for every change.
Deployment frequency Throughput Number of deployments over a period, or time between deployments. Choose one form, a count per fixed period or an interval, and stick to it.
Failed deployment recovery time Throughput Time to recover from a failed deployment that requires immediate intervention. Count recovery tied to a production change that impaired service, not every unrelated incident.
Change fail rate Instability Ratio of deployments that require immediate intervention after deployment, likely a rollback or hotfix. Write down which failures and remediations qualify.
Deployment rework rate Instability Ratio of deployments that are unplanned and happen because of a production incident. DORA’s survey wording asks about the share of deployments in the past six months that were unplanned and addressed a user-facing bug.

Recovery time sits with throughput in DORA’s grouping even though it concerns failure, so don’t file it under instability.

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

Taken together, the measures show how quickly changes flow and how often that flow causes trouble. A team can deploy often and still be unstable, so a high deployment count is not success on its own. DORA states that “speed and stability are not tradeoffs” and reports that the measures tend to correlate for most teams.

#1 Best Overall
Engineers Black Book, 3rd Edition Metric
  • Every page is grease and tear-proof & FULL color
  • Portable and fits into the pocket -take it everywhere!
  • It is wiro layflat bound so it stays open unassisted
  • Metric Sizing, 3rd Edition, Handbook/Pocket Size
  • Free set of self-adhesive index tabs

Why you still see “four keys” in older material

How the model evolved

According to DORA’s “A history of DORA’s software delivery metrics” (updated January 2, 2026), the original model had four measures: deployment frequency, lead time for changes, time to recover, and change fail rate. Recovery was later narrowed from broad MTTR or time-to-restore wording to failed deployment recovery time, so that it reflects impairment caused by a production change. In 2024 DORA added deployment rework rate, which made five.

Which source to cite for what

  • The Accelerate State of DevOps Report 2024 (version 2024.3) has a section titled “The four keys”: deployment frequency, change lead time, change fail rate, and failed deployment recovery time. Use it when describing the earlier framework.
  • Use DORA’s current metrics guide and its April 22, 2026 “Quick Check updates” post when describing the current model.

Where reliability fits

DORA treats reliability as an operational performance measure, separate from the software delivery metrics. Service-level targets and service health are useful context. They do not replace deployment rework rate in the five delivery metrics.

How to measure DORA metrics

  1. Pick one primary application or service. DORA says the metrics suit one application or service at a time. Record the service boundary so later comparisons mean something.
  2. Agree on event definitions. Decide what counts as a production deployment, a failed deployment, a qualifying intervention, and an unplanned remedial deployment. DORA’s questionnaire anchors its questions to the primary service and uses examples such as hotfix, rollback, fix forward, and patch.
  3. Set a baseline. Use DORA’s Quick Check as a conversation starter. If team members answer differently or are surprised by the result, work out why before choosing what to fix.
  4. Read the two groups together. Lead time, deployment frequency, and recovery time on one side; change fail rate and rework rate on the other. Improving one group at the other’s expense is a warning sign.
  5. Choose a specific improvement outcome. DORA’s value stream mapping guidance recommends stating the outcome concretely, then mapping the work from commit to production, or mapping the recovery path after an incident. Find the bottleneck and test one focused change.

Plain-language questions that mirror the survey

These come from DORA’s research instrument and work well as internal check-in questions:

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.
  • “How often does your organization deploy code to production or release it to end users?”
  • “What is your lead time for changes (i.e., how long does it take to go from code committed to code successfully running in production)?”
  • For recovery: how long does it generally take to restore service after a production change causes degraded service and requires remediation?

Using the Quick Check

DORA’s April 22, 2026 update describes an assessment with five individual metrics, an overall score normalized to a 0–10 scale, separate throughput and stability scores, and comparison benchmarks derived from DORA’s 2025 research program. DORA’s guidance is to treat the score as a prompt for discussion about what is holding the team back. It is not a grade.

Rank #3
ENGINEERS Black Book - Metric - 3rd Edition - Workbook Size - data sheets, formulae, charts, reference tables
  • Every page is grease and tear-proof
  • It is wiro layflat bound so it stays open unassisted
  • Full color for easy reading
  • Large, workbench edition. Metric Sizing
  • Free set of self-adhesive index tabs
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.Support on Ko-Fi

Comparing teams and services without misleading anyone

  • Scope: Compare only services with comparable production boundaries and user context.
  • Throughput: State definitions and measurement windows for lead time and deployment frequency.
  • Instability and recovery: Apply the same rules for “intervention” and “incident-related work” everywhere.
  • Trend: The most defensible comparison is a service against its own earlier results.

Don’t promise that moving a single metric will produce a specific business result. DORA frames the metrics as a way to understand change over time and choose improvement work, not as proof of causation. A deployment count that rises while fail rate or rework rate also rises means the system has become less stable, not faster in any useful sense.

Quick Recap

Bestseller No. 1
Engineers Black Book, 3rd Edition Metric
Engineers Black Book, 3rd Edition Metric
Every page is grease and tear-proof & FULL color; Portable and fits into the pocket -take it everywhere!
$37.95
Bestseller No. 3
ENGINEERS Black Book - Metric - 3rd Edition - Workbook Size - data sheets, formulae, charts, reference tables
ENGINEERS Black Book - Metric - 3rd Edition - Workbook Size - data sheets, formulae, charts, reference tables
Every page is grease and tear-proof; It is wiro layflat bound so it stays open unassisted; Full color for easy reading
$49.95
Bestseller No. 5
OCM Metric Triangular Engineer Scale Ruler (Proffessional Grade Solid Aluminum) 30 Centimeters Metric Engineering Architectural Mechanical Drafting Ruler - 1:20, 1:25, 1:50 1:75, 1:100, 1:125
OCM Metric Triangular Engineer Scale Ruler (Proffessional Grade Solid Aluminum) 30 Centimeters Metric Engineering Architectural Mechanical Drafting Ruler - 1:20, 1:25, 1:50 1:75, 1:100, 1:125
PRECISION MARKED METRIC GRADATIONS (NOT IMPERIAL) - Easy-to-read printed gradations.; 3 SIDES with 6 METRIC SCALES - Concave base reduces smearing when drawing.
$14.99
Best Value
OCM Metric Triangular Engineer Scale Ruler (Proffessional Grade Solid Aluminum) 30 Centimeters Metric Engineering Architectural Mechanical Drafting Ruler - 1:20, 1:25, 1:50 1:75, 1:100, 1:125
  • SOLID ALUMINUM 30cm METRIC - Engineer, Mechanical, Architectural, Draftsman scale ruler with triangular body for safer cutting and scoring of materials.
  • PRECISE SCALES - 1:20, 1:25, 1:50, 1:75, 1:100, 1:125. For professional applications, architecture, engineering, and technical Illustration
  • PRECISION MARKED METRIC GRADATIONS (NOT IMPERIAL) - Easy-to-read printed gradations.
  • 3 SIDES with 6 METRIC SCALES - Concave base reduces smearing when drawing.

Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.

Leave a Reply

Your email address will not be published. Required fields are marked *

Special offer. See more information about Outbyte and uninstall instructions. Please review EULA and Privacy policy.

More from the Wire

  1. World desk4 min
    How to Spot an AI Voice Scam Before Sending MoneyDon’t rely on how a caller sounds. Pause, call back through a known number, and verify the emergency with another trusted person before sending money.
  2. Mountain View desk4 min
    Google’s SynthID Detector: How to Check AI-Generated Images, Video and AudioGoogle’s SynthID Detector looks for an embedded watermark in supported images, video and audio. Here is what its results do—and do not—show.
  3. Redmond desk20 min
    How to create a link to File or Folder in Windows 11Windows 11 gives you several ways to point to a file or folder without moving or duplicating it. You can create a desktop shortcut,…
Recommended PC Tool
Recommended PC Tool
PC Slower Than It Used to Be?Free scan - under a minute
Crashes, No Sound, or Screen Glitches?Free driver scan

Two free Windows tools

One Free Minute Could Fix That PC

Before you go - each of these free tools takes about a minute and tackles what quietly slows a Windows PC down.

Special offer. View Outbyte info, uninstall instructions, EULA, and Privacy Policy.