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Head-to-head · Software Development Analytics Tools

Swarmia vs Faros AI

  • Updated Oct 2026
  • Both researched from official sources
  • 2 checks side by side
Higher score Swarmia #4 in Software Development Analytics Tools 8.5/10 Free plan Free plan✓ 1 of 3 features Visit Swarmia
Faros AI #8 in Software Development Analytics Tools 8.1/10 Pricing on request ✓ 1 of 3 features Visit Faros AI

Swarmia leads on 0 checks, Faros AI on 0, and 2 are even. Who comes out ahead on the 2 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreSwarmia · 8.5/10
  • Free planonly Swarmia

Swarmia scores higher on our rubric for software development analytics tools: 8.5 against 8.1 out of 10; our editors rank them #4 and #8.

Swarmia is the better fit for teams wanting configurable analytics and modular add-ons. Faros AI is the better fit for enterprises measuring AI workflow costs and outcomes.

  • Swarmia fits best

    Teams wanting configurable analytics and modular add-ons

  • Faros AI fits best

    Enterprises measuring AI workflow costs and outcomes

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature Swarmia 8.5/10 Visit ↗ Faros AI 8.1/10 Visit ↗
At a glance
Editor score 8.5 8.1
Ranking #4 in Software Development Analytics Tools #8 in Software Development Analytics Tools
Best for Teams wanting configurable analytics and modular add-ons Enterprises measuring AI workflow costs and outcomes
Pricing model Free plan + paid Paid
Starting price $5/user/mo Pricing on request
Free plan ✓ (best) Not checked yet
Free trial — —
Deployment Cloud Cloud, Self-hosted
Platforms Web Web
Support Email, Docs Email, Docs
Compliance SOC 2, SSO/SAML SOC 2, ISO 27001, GDPR, 2FA
Integrations 20 integrations 100+ integrations
Built for Small business, Mid-market, Enterprise Enterprise
Features Swarmia 1/3 · Faros AI 1/3
DORA metrics ✓ ✓
Developer experience surveys Not checked yet Not checked yet
Team-level reporting Not checked yet Not checked yet
Specs
Data source connectors Not checked yet Not checked yet
Delivery metrics Not checked yet Not checked yet
Deployment option Not checked yet Not checked yet
Our review
Pros
  • Covers DORA, delivery, investment, AI adoption, surveys, and capitalization metrics
  • Connects GitHub, GitLab, Jira, Linear, Slack, Teams, and deployment APIs
  • Custom reports and configurable metric views support organization-specific analysis
  • Links tickets, agent sessions, code changes, and CI verdicts in one model
  • Attributes token spend across sessions, pull requests, teams, models, and outcomes
  • Combines DORA dashboards with AI policies, budgets, and audit trails
Cons
  • Free access is limited to companies with fewer than 10 software developers
  • HRIS integrations and Swarmia AI are excluded from the Free plan
  • Advanced capabilities require paid plans or separately priced add-ons
  • Pricing is consumption-based and requires contacting sales
  • Its stated fit is enterprise teams, not smaller organizations
  • Choosing among model routes and policies requires evaluating workflow data
Our verdict

Swarmia is an engineering intelligence platform for software organizations that need configurable views of delivery, reliability, productivity, investment, and AI activity. Its feature set includes DORA metrics, code and issue analytics,…

Read the review →

Faros AI brings engineering delivery analytics and AI workflow governance into a shared view for enterprise engineering leaders. Its Engineering World Model connects tickets, agent sessions, commits, pull requests, and CI verdicts, while…

Read the review →
  1. SwarmiaSoftware Development Analytics Tools 8.5Free plan
  2. Faros AISoftware Development Analytics Tools 8.1Pricing on request

Strengths and trade-offs

  • Swarmia — where it wins

    • Covers DORA, delivery, investment, AI adoption, surveys, and capitalization metrics
    • Connects GitHub, GitLab, Jira, Linear, Slack, Teams, and deployment APIs
    • Custom reports and configurable metric views support organization-specific analysis

    Where it doesn't

    • Free access is limited to companies with fewer than 10 software developers
    • HRIS integrations and Swarmia AI are excluded from the Free plan
    • Advanced capabilities require paid plans or separately priced add-ons
  • Faros AI — where it wins

    • Links tickets, agent sessions, code changes, and CI verdicts in one model
    • Attributes token spend across sessions, pull requests, teams, models, and outcomes
    • Combines DORA dashboards with AI policies, budgets, and audit trails

    Where it doesn't

    • Pricing is consumption-based and requires contacting sales
    • Its stated fit is enterprise teams, not smaller organizations
    • Choosing among model routes and policies requires evaluating workflow data
  • Swarmia8.5/10 · Free plan

    Configurable engineering analytics spanning DORA, delivery, AI, investment, and surveys.

    Visit SwarmiaFull verdict →
  • Faros AI8.1/10 · Pricing on request

    Connects delivery metrics with AI workflow cost tracking and governance for enterprises.

    Visit Faros AIFull verdict →

More comparisons

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update