shouldiuse.io

Comparison

Dora vs Swarmia

Dora and Swarmia both land on Depends.

Dora

dora.dev

Depends
Confidence: Medium

Read and adopt the framework if you're an engineering leader who wants benchmark-grade delivery metrics . the research is free and respected.

Read the full report

Swarmia

swarmia.com

Depends
Confidence: Medium

Buy if you run multiple engineering teams on GitHub plus Jira/Linear and need DORA metrics, AI-cost tracking, or audit-ready software capitalization.

Read the full report

Dora versus Swarmia
CompareDoraSwarmia
VerdictDependsDepends
Best forEngineering leaders benchmarking deliveryMulti-team engineering orgs on GitHub + Jira/Linear
Who it's not forBuyers wanting an out-of-box analytics dashboard . none exists hereSolo developers and small teams . spreadsheet-level metrics suffice
PrivacyNo known public vulnerabilities found in the sources reviewed.⁴No known public vulnerabilities found in the sources reviewed.12
Public sentimentDirect user reviews of are scarce; public discussion mostly compares DORA metrics with the SPACE framework.⁸Public user feedback is sparse; one developer blog praised easy GitHub/Jira integration and Working Agreements.13
Biggest gotchaAnnual survey paused in 2026 . expect fewer fresh benchmarks ahead.⁵Pricing is gated behind demos; expect sales contact before seeing numbers.11

Pick Dora when

  • Engineering leaders benchmarking delivery
  • Teams adopting DORA metrics
  • Platform teams driving process improvement

When Dora is not a fit

  • Buyers wanting an out-of-box analytics dashboard . none exists here
  • Small teams needing quick, low-effort setup
  • EU financial firms seeking DORA-regulation compliance software
  • Anyone expecting a purchasable product . there is no SKU

Pick Swarmia when

  • Multi-team engineering orgs on GitHub + Jira/Linear
  • Leaders tracking DORA metrics and AI coding-tool spend
  • Companies needing audit-ready software capitalization reports
  • GDPR-sensitive teams wanting EU data residency

When Swarmia is not a fit

  • Solo developers and small teams . spreadsheet-level metrics suffice
  • Buyers wanting transparent, self-serve pricing
  • Orgs needing US data residency by default
  • Teams not on GitHub, Jira, or Linear

Sources

  1. DORA | Researchdora.dev
    official
  2. DORA AI ROI calculatordora.dev
    official
  3. DORA capability: Customer feedbackdora.dev
    official
  4. DORA product security pagedora.dev
    official
  5. DORA Is Pausing the Annual Surveywaydev.co
    news
  6. The complete guide to DORA metricsgetdx.com
    news
  7. Comparing developer productivity frameworksswarmia.com
    news
  8. Is anyone using SPACE instead of DORA?reddit.com
    review
  9. Opsera recognized in software development categories incl. DORAopsera.ai
    news
  10. EU Digital Operational Resilience Act (unrelated namesake)eiopa.europa.eu
    official
  11. Swarmia homepageswarmia.com
    official
  12. Swarmia security pageswarmia.com
    security
  13. Zenn user scrap: Developer Productivity Engineering with Swarmiazenn.dev
    review
  14. Zenn user scrap: Trying Swarmiazenn.dev
    review
  15. Easycounter traffic report for swarmia.comeasycounter.com
    news
  16. HelloStack: Best Swarmia Alternatives in 2026hellostack.io
    review