Compare
LinearB vs Swarmia
Both build DORA metrics from Git and CI/CD; LinearB adds an automated PR-nudging bot, Swarmia sells process signals and modules à la carte.
Side by side
| LinearB | Swarmia | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Vendor | LinearB, Inc. | Swarmia Oy | ||||||||||||
| Pricing model | Subscription | Subscription | ||||||||||||
| Free tier | Yes | Yes | ||||||||||||
| Deployment | Cloud | Cloud | ||||||||||||
| Open source | No | No | ||||||||||||
| Best for | Engineering leaders wanting automated DORA-metric tracking plus active workflow nudges, not just dashboards. | Teams wanting DORA metrics paired with process-improvement signals rather than individual-performance scoring. | ||||||||||||
| Pricing | Per-contributor monthly pricing billed annually, with a minimum contributor count per plan.
Prices read from the vendor's own page on September 21, 2026. Vendors change prices; check the source before you budget. | Free for teams up to 9 developers; paid plans are per-developer/month billed annually, with additional à la carte modules (surveys, capitalization, AI impact) priced separately.
Prices read from the vendor's own page on September 21, 2026. Vendors change prices; check the source before you budget. | ||||||||||||
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Verdict
LinearB and Swarmia are the two tools in this category built most explicitly around the DORA metrics themselves, both pulling automatically from Git and CI/CD with no manual time entry. Both vendors also go out of their way to message their metrics as team-level signals for process improvement rather than individual-performance scoring — a deliberate stance given how contested developer-productivity measurement is among engineers.
The practical difference is what sits alongside the DORA numbers. LinearB adds WorkerB, an automated bot that nudges pull requests toward faster review — stale-PR reminders, review-load balancing — and can gate merges against policy, making it an active workflow tool as much as a dashboard. Swarmia instead tracks working-agreement signals (PR size, review time, WIP limits) intended to help a team improve its own process, and sells its modules — core metrics, developer surveys, software capitalization, AI adoption — à la carte rather than only in a bundle, so a team that wants just the DORA core isn't forced into paying for capitalization reporting it doesn't need.
Choose LinearB if
- You want an active bot nudging pull requests along, not just a dashboard someone has to remember to check.
- Merge-gating tied to delivery policy is something you'd actually use.
- Your team is large enough that LinearB's per-contributor pricing (with no capped free tier) isn't a barrier.
Choose Swarmia if
- You're a small team and want to start free — Swarmia is free for teams up to 9 developers, same as Waydev.
- You want to buy only the modules you need, adding developer surveys or software capitalization later rather than upfront.
- Working-agreement signals like WIP limits and PR size matter to your team as much as the four DORA numbers themselves.
What they share
Both integrate with GitHub, GitLab and Jira, both report the same four DORA metrics from the same kind of source data, and both price per developer per month billed annually. Neither publishes fully self-serve final pricing once add-ons and enterprise tiers are involved — get a quote for your actual team size before comparing totals.
The honest caveat
The line between "helpful automation" and "surveillance" is drawn differently by every engineering team, and LinearB's merge-gating and PR-nudging bot sit closer to that line than Swarmia's more passive working-agreement tracking. Read your own team's reaction to a trial carefully — the vendor's stated intent doesn't determine how a rollout actually lands.
Last reviewed September 22, 2026