Swarmia measures team metrics. VibeLog tracks what your AI actually built — with zero effort.
Swarmia Swarmia connects to GitHub, Jira, and Slack to measure engineering team health via DORA metrics, cycle time, PR throughput, and investment distribution. VibeLog integrates directly into AI coding assistants via MCP to automatically log what was built — with semantic descriptions, change types, and file-level detail. Choose Swarmia if you need engineering managers at 20-500 person orgs wanting team metrics. Choose VibeLog if you need to know what your AI actually shipped.
Need individual-level tracking, not just team aggregates
Want real-time session data, not retrospective Git analysis
Started using AI coding tools and need to track AI output
Real-time AI coding sessions with semantic change descriptions
Git, PR, Jira data aggregated into DORA and team health metrics
Individual developers (opted-in) — developer-first tool
Engineering managers — team management tool
Built for tracking AI-assisted coding via MCP
No AI coding awareness — analyzes Git/PR output only
Yes — sessions captured as they happen
No — retrospective analysis of Git and ticket data
Yes — works for solo devs, freelancers, and teams
No — requires a team, designed for managers
Not a focus — oriented around sessions and deliverables
Core feature — DORA metrics, cycle time, throughput
| VibeLog | Swarmia | |
|---|---|---|
| Free tier | 1 project, 30 sessions/mo, 3 reports | No free tier |
| Starting price | $9/month | ~$20/developer/month |
| Team pricing | $22/seat/month | Custom pricing |
"Expensive for what it does — we only use a fraction of the features"
"Doesn't tell us anything about AI-assisted development"
"Too high-level — I want to see what was actually built, not just PR stats"
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