Comparison
Swarmia pricing vs FeatureFactory
Swarmia is transparent on pricing and charges per developer, like us. The real difference is measurement depth: FeatureFactory measures AI at the line.
The short version
Swarmia is one of the more transparent tools in the category - it publishes per-developer pricing and a free tier for smaller teams - and both products charge per developer, so this is not a hidden-pricing story. FeatureFactory is free on Solo and $49 per developer per month on Team. The difference is what you measure: line-level AI-vs-human attribution, quality scoring on AI-written code, and the closed loop from plan to shipped outcome. Confirm Swarmia's current limits on their site; ours are on the pricing page.
Why teams pick FeatureFactory
Line-level AI attribution, not just adoption
Swarmia is one of the more transparent tools on pricing, and both of us charge per developer. The difference is what you measure: FeatureFactory attributes authorship line by line and scores AI-written code on quality, where Swarmia focuses on flow, DORA and healthy team practices.
The closed loop, end to end
Swarmia measures and nudges delivery health. FeatureFactory runs the full loop - a signal informs a measured baseline, that becomes a product plan, work is built against it, and the shipped result is measured again - so a metric leads to a change.
A free tier that measures AI
Both offer a free entry point. FeatureFactory's free Solo tier includes real PR and commit measurement plus AI quality previews, so you can evaluate the AI-vs-human angle specifically before you pay.
Predictable flat per-seat cost
FeatureFactory prices flat per seat with a published annual number and a generous managed-AI allowance included per tier, so budgeting stays simple as the team grows.