Swarmia
Depends
Confidence: Medium
Buy if you run multiple engineering teams on GitHub plus Jira/Linear and need DORA metrics, AI-cost tracking, or audit-ready software capitalization.
Comparison
Swarmia vs Jellyfish
Swarmia and Jellyfish both land on Depends.
Jellyfish
Depends
Confidence: Medium
Buy if you lead a 100+ engineer org needing R&D analytics for exec reporting . it's the category's most established player.
| Compare | Swarmia | Jellyfish |
|---|---|---|
| Verdict | Depends | Depends |
| Best for | Multi-team engineering orgs on GitHub + Jira/Linear | Engineering leaders at 100+ dev orgs |
| Who it's not for | Solo developers and small teams . spreadsheet-level metrics suffice | Startups under ~50 engineers . serious overkill |
| Privacy | No known public vulnerabilities found in the sources reviewed.² | No known public vulnerabilities found in the sources reviewed.⁹ |
| Support quality | Customer success managers mentioned; no review evidence | No usable evidence in sources reviewed |
| Public sentiment | Public user feedback is sparse; one developer blog praised easy GitHub/Jira integration and Working Agreements.³ | G2 users consistently praise Jellyfish's visibility, while pricing is the recurring complaint, and the vendor cites a 90% recommendation rate.12 |
| Biggest gotcha | Pricing is gated behind demos; expect sales contact before seeing numbers.¹ | Pricing is opaque . expect a sales process and quotes starting near $19K/year10 |
Pick Swarmia when
- Multi-team engineering orgs on GitHub + Jira/Linear
- Leaders tracking DORA metrics and AI coding-tool spend
- Companies needing audit-ready software capitalization reports
- GDPR-sensitive teams wanting EU data residency
When Swarmia is not a fit
- Solo developers and small teams . spreadsheet-level metrics suffice
- Buyers wanting transparent, self-serve pricing
- Orgs needing US data residency by default
- Teams not on GitHub, Jira, or Linear
Pick Jellyfish when
- Engineering leaders at 100+ dev orgs
- Enterprises tracking AI-assisted engineering
- R&D execs needing board-level reporting
- Multi-team orgs with dedicated engineering ops
When Jellyfish is not a fit
- Startups under ~50 engineers . serious overkill
- Teams without $20K+/yr budget headroom
- Anyone wanting simple velocity dashboards
- Buyers who need transparent, self-serve pricing
Sources
- Swarmia homepageswarmia.comofficial
- Swarmia security pageswarmia.comsecurity
review
- Zenn user scrap: Trying Swarmiazenn.devreview
- Easycounter traffic report for swarmia.comeasycounter.comnews
- HelloStack: Best Swarmia Alternatives in 2026hellostack.ioreview
- Swarmia LinkedIn postlinkedin.comofficial
official
- Jellyfish Trust Centertrust.jellyfish.cosecurity
- Jellyfish Pricing 2026: no list pricecodepulsehq.comreview
- Jellyfish Pricing from Actual Buyerspricelevel.comreview
review
review
review
- Jellyfish . Pitchbook funding profilepitchbook.comnews
news