Last updated: 2026-11-07
Swarmia is a Helsinki-built engineering intelligence platform that Gartner named a Leader in its 2026 Magic Quadrant for Developer Productivity Insight Platforms, according to the vendor. It combines DORA delivery metrics, AI coding tool adoption and cost tracking, developer surveys and software capitalization, and holds a SOC 2 Type 2 report.
About Swarmia
Swarmia is a software engineering intelligence platform from Helsinki, Finland, led by founder and CEO Otto Hilska. It reads data from the tools a team already uses, such as GitHub, GitLab, Jira and Linear, and turns it into delivery metrics, investment reports and survey results. Swarmia's homepage says Gartner named it a Leader in the 2026 Magic Quadrant for Developer Productivity Insight Platforms, and lists Lovable, Miro, Honeycomb and Engine among its customers.
The product sits on one data model with four jobs. Engineering metrics cover cycle time, pull request flow, DORA measures and working agreements that post nudges to Slack or Teams. AI adoption and cost tracks seats, activity and spend for GitHub Copilot, Cursor, Claude Code, Codex and CodeRabbit, and compares AI-assisted pull requests with unassisted ones. Software capitalization builds audit-ready cost reports from effort data, and developer experience surveys return a heatmap by team. A Swarmia AI assistant answers plain-language questions, and an MCP server lets Claude or Cursor query the same data.
Buyers are engineering leaders who must explain AI tool spend and delivery speed to a finance team or board, plus engineering managers who want teams to see their own numbers. Swarmia stresses that most data is visible to everyone, from individual engineers to the CTO, which is a deliberate contrast with top-down reporting tools such as Jellyfish, LinearB and Waydev.
Pricing is public. The pricing page lists a Standard plan at 42 euros and Enterprise at 52 euros per developer per month on annual billing, single-purpose plans from 4 euros, and a free plan for companies with fewer than 10 developers. It runs as a web app with no desktop or mobile client. Data is hosted on Google Cloud in Frankfurt, and Swarmia reports a SOC 2 Type 2 audit.
Pricing
Free for companies with fewer than 10 developers. Standard 42 euros and Enterprise 52 euros per developer per month, billed annually. Single-purpose plans on annual billing: AI adoption and cost 4 euros, Developer surveys 8 euros, Software capitalization 16 euros, Productivity and AI impact 22 euros.
Free trial with no credit card. A monthly-billing toggle exists; its prices were not read.
| Tier | Monthly price | What it includes |
|---|---|---|
| Free | Free | Everything in Standard except HRIS integrations and Swarmia AI, for companies with fewer than 10 developers. |
| Standard | €42/mo (about $47) | All four modules: AI adoption and cost, developer surveys, software capitalization, and productivity and AI impact. Per developer, billed annually. |
| Enterprise | €52/mo (about $58) | Everything in Standard plus on-premise integrations and HR system integrations. Per developer, billed annually. |
Key Features
- Engineering metrics: Tracks cycle time, pull request flow and DORA measures across teams, with benchmarks and working agreements that nudge reviewers in Slack or Teams.
- AI adoption and cost: Shows licences, activity and spend for Copilot, Cursor, Claude Code, Codex and CodeRabbit so unused seats and low-adoption teams stand out.
- AI impact comparison: Compares AI-assisted pull requests with unassisted ones on cycle time, throughput and batch size, and tracks merge rate for coding agents.
- Software capitalization: Builds capitalization reports by blending Swarmia effort data with team and salary information, with an investment balance view of new work against maintenance.
- Developer experience surveys: Runs surveys with Slack reminders and returns a heatmap by team plus benchmarks, so feedback sits next to delivery data.
- Swarmia AI and MCP server: Answers plain-language questions about engineering data, and exposes the same data to Claude, Cursor or any MCP-compatible tool.
Pros
- Prices are public and per developer, so cost can be estimated before a sales call.
- The free plan includes everything in Standard except HRIS integrations and Swarmia AI.
- One data model covers metrics, AI tool cost, surveys and capitalization, replacing up to four separate tools.
- Lists 35 integrations on G2 and names Copilot, Cursor, Claude Code, Codex and CodeRabbit on its pricing page.
- SOC 2 Type 2 and ISAE 3402 Type 2 audits are reported on the security page, with EU hosting in Frankfurt by default.
Cons
- Enterprise features such as on-premise integrations and HR system integrations require the top plan and a demo; there is no self-serve checkout for it.
- G2 reports an average implementation time of one month, longer than the self-serve trial suggests.
- Swarmia AI features send data to OpenAI and Anthropic in the US, and opting out requires emailing the vendor.
- Software capitalization is a 16 euro add-on that needs a demo to start, not a trial.
Data Handling
- Training-data policy
- Does not use customer material, including AI inputs and outputs, to train models, and does not allow its subcontractors or AI providers to.
- Compliance
- SOC 2 Type 2 · ISAE 3402 Type 2 (SOC 1 Type 2) · GDPR-aligned data processing
Frequently Asked Questions
How much does Swarmia cost?
Swarmia lists Standard at 42 euros and Enterprise at 52 euros per developer per month on annual billing. Single-purpose plans run 4 euros for AI adoption and cost, 8 euros for developer surveys, 16 euros for software capitalization and 22 euros for Productivity and AI impact. Developers are counted from the people you add to Swarmia teams, so product managers outside teams are not billed. Enterprise adds on-premise integrations and HR system integrations. The page also has a monthly-billing toggle whose prices were not read for this record.
Does Swarmia have a free plan?
Yes, for companies with fewer than 10 software developers. Swarmia says the free plan has everything in Standard except HRIS integrations and Swarmia AI. Larger companies can start a free trial without a credit card, unless they install through the GitHub Marketplace, which may ask for payment details.
Which tools does Swarmia compete with?
Jellyfish, LinearB and Waydev are the three closest records on Hokai, and G2 lists all three as top alternatives. Jellyfish suits teams whose buying case is finance reporting; LinearB suits teams that want workflow automation on pull requests; Waydev quotes per contributor through sales. Pick Swarmia when you want public prices, a free tier for a small team, and AI tool cost tracking next to survey and capitalization data.
Does Swarmia read our source code?
Not in its standard source-control integrations. For commit analysis it uses change statistics such as file names and lines added or removed. GitHub's repository contents permission does allow code access, but a custom GitHub App or a GitHub Enterprise installation can omit it, at the cost of some commit-based metrics. Swarmia also says customer data, including AI inputs and outputs, is not used to train models.
How do you get started with Swarmia?
Start a free trial or book a demo on swarmia.com, then connect your code host and issue tracker, with Jira, Linear, Shortcut, Azure Boards and GitHub Issues listed. Add engineers to teams, because that list sets the billable developer count. G2 reports an average implementation time of one month, so plan for team structure work rather than an afternoon install.
Top Alternatives
- LinearB: Pick Swarmia if you want AI tool cost, surveys and capitalization on one data model; pick LinearB if pull request automation is the priority.
- Jellyfish: Pick Swarmia if public per-developer prices and a free plan matter; pick Jellyfish if a sales-led finance reporting rollout fits your company.
- Waydev: Pick Swarmia if you want published prices and a free tier under 10 developers; pick Waydev if Gerrit or another host Swarmia lacks is in your stack.