shouldiuse.io

Comparison

DevStats (CNCF) vs Jellyfish

DevStats (CNCF) and Jellyfish both land on Depends.

DevStats (CNCF) versus Jellyfish
CompareDevStats (CNCF)Jellyfish
VerdictDependsDepends
Best forCNCF project maintainersEngineering leaders at 100+ dev orgs
Who it's not forEngineering leaders measuring private team productivity . it only sees public CNCF reposStartups under ~50 engineers . serious overkill
PrivacyNo known public vulnerabilities found in the sources reviewed.⁵No known public vulnerabilities found in the sources reviewed.14
Support qualityNo evidence on support.No usable evidence in sources reviewed
Public sentimentPublic feedback is sparse: users enjoy contribution visibility, while CNCF's own site warns the stats may be inaccurate.⁹G2 users consistently praise Jellyfish's visibility, while pricing is the recurring complaint, and the vendor cites a 90% recommendation rate.
Biggest gotchaAccuracy: CNCF's own site warns stats can be wrong; don't treat them as authoritative.²Pricing is opaque . expect a sales process and quotes starting near $19K/year15

Pick DevStats (CNCF) when

  • CNCF project maintainers
  • OSS community managers
  • Public contribution dashboards
  • Academic OSS research

When DevStats (CNCF) is not a fit

  • Engineering leaders measuring private team productivity . it only sees public CNCF repos
  • Non-CNCF open source projects without serious self-hosting effort
  • Buyers wanting a supported, SLA-backed product
  • Anyone comparing to the commercial $15/mo DevStats . different product, same name

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

  1. official
  2. DevStats (CNCF) sitedevstats.cncf.io
    official
  3. review
  4. news
  5. security
  6. KEDA DevStats dashboardkeda.devstats.cncf.io
    official
  7. official
  8. All CNCF DevStats dashboardsall.devstats.cncf.io
    official
  9. review
  10. official
  11. review
  12. security
  13. official
  14. Jellyfish Trust Centertrust.jellyfish.co
    security
  15. review
  16. review