shouldiuse.io

VERDICT

Should I use Swarmia?

Build better software faster with insights that power your whole engineering organization. Get started with a demo or a free 14-day trial. - swarmia.com

Depends. Buy if you run multiple engineering teams on GitHub plus Jira/Linear and need DORA metrics, AI-cost tracking, or audit-ready software capitalization. Skip it if you're a small team or want transparent self-serve pricing.

Confidence

Medium. Based on ~10 usable public sources; heavy on official pages, thin on independent reviews.

Ratings

  • Value for moneyNo public pricing found in sources
  • Ease of use
  • Feature depth
  • Support quality
  • Security posture

Pricing

Free for 14 days

Free trial

ModelNot disclosed
Monthly feesNot disclosed
HardwareNot disclosed

Best for

  • 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

Not for

  • 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

Gotchas - check before you buy

medium

Pricing is gated behind demos; expect sales contact before seeing numbers.

medium

Default data residency is EU only; US residency is a negotiated exception.

low

Swarmia requests GitHub source-code access; it stores metadata only, never code.

low

Gartner 'Leader' claim surfaces only on low-quality third-party pages; verify independently.

Pros and cons

Pros

  • SOC 2 Type 2 compliant; security audits twice a year
  • EU data residency by default with encrypted Frankfurt backups
  • Wide scope: DORA metrics, AI adoption cost, surveys, software capitalization
  • Users report easy GitHub and Jira integration
  • Working Agreements let teams define and track shared standards

Cons

  • No public pricing; demo-led sales process
  • US data residency requires special arrangement, not default
  • Only 14 days to trial before committing
  • Small public footprint (~1.1K daily visitors) suggests niche adoption

Sources & method

Analyzed 9/25/2026 - 7 sources - No known vulnerabilities found in the sources reviewed.

official x2review x3security x1news x1

Key stats

  • Ease of use: 4/5

    Rating

  • Free for 14 days

    Starting price

  • 7

    Sources

  • Analyzed

  • Value for money. No public pricing found in sources
  • Ease of use: 4/5. Users report quick GitHub/Jira integration
  • Feature depth: 4/5. DORA, AI cost, surveys, capitalization all covered
  • Support quality: 3/5. Customer success managers mentioned; no review evidence
  • Security posture: 5/5. SOC 2 Type 2, GDPR DPA, EU residency
  • 14 days Free trial Entry via trial or booked demo
  • ~1.1K daily visitors Site traffic Global rank ~354K
  • SOC 2 Type 2 Security Security audits twice a year
  • EU (Frankfurt) Data residency Google Cloud, encrypted backups

Pricing

Free trial

Free for 14 days

  • Entry point alongside booked demos
  • No public per-seat pricing found in sources

Security

No known vulnerabilities found in the sources reviewed.

What users say

user feedback is sparse; one developer blog praised easy GitHub/Jira integration and Working Agreements.

“GitHub、Jiraと簡単に連携できて便利”
Zenn.dev user scrap (Japanese)
“チームで守りたい基準を”Working Agreements”という形で定義できる。”
Zenn.dev user scrap (Japanese)

Alternatives

Compare Swarmia with each alternative.

  • Jellyfish

    Enterprise engineering-intelligence rival with deeper finance integrations.

    Swarmia vs Jellyfish

  • LinearB

    Git-based engineering metrics with more self-serve onboarding.

    Swarmia vs LinearB

  • Google DORA / Four Keys

    Free open-source DORA metrics for DIY teams on a budget.

  • Linear built-in insights

    Already on Linear? Its built-in analytics may cover basic needs.

Full analysis

Based on ~10 usable public sources; heavy on official pages, thin on independent reviews.

Capable, SOC 2-strong engineering metrics platform for multi-team orgs; demo-gated pricing makes it overkill for small teams.

Methodology

Based on ~10 usable public sources; heavy on official pages, thin on independent reviews.

Sources

  1. Swarmia homepageswarmia.com
    official
  2. Swarmia security pageswarmia.com
    security
  3. Zenn user scrap: Developer Productivity Engineering with Swarmiazenn.dev
    review
  4. Zenn user scrap: Trying Swarmiazenn.dev
    review
  5. Easycounter traffic report for swarmia.comeasycounter.com
    news
  6. HelloStack: Best Swarmia Alternatives in 2026hellostack.io
    review
  7. Swarmia LinkedIn postlinkedin.com
    official

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