Faros
Depends
Confidence: Medium
Buy if you run a large engineering org with heavy AI coding spend that needs visibility and governance.
New check
Comparison
Faros vs Jellyfish
Faros 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 | Faros | Jellyfish |
|---|---|---|
| Verdict | Depends | Depends |
| Best for | Big engineering orgs tracking AI coding spend | Engineering leaders at 100+ dev orgs |
| Who it's not for | Startups under ~50 engineers . ROI won't land | Startups under ~50 engineers . serious overkill |
| Privacy | No known public vulnerabilities found in the sources reviewed.⁹ | No known public vulnerabilities found in the sources reviewed.14 |
| Support quality | No support evidence in sources | No usable evidence in sources reviewed |
| Public sentiment | A small review base praises integration breadth on G2 while Reddit evaluators warn about the price tag and learning curve.¹ | G2 users consistently praise Jellyfish's visibility, while pricing is the recurring complaint, and the vendor cites a 90% recommendation rate.¹ |
| Biggest gotcha | Reddit evaluators warn the price tag and learning curve hit before value shows⁴ | Pricing is opaque . expect a sales process and quotes starting near $19K/year15 |
Pick Faros when
- Big engineering orgs tracking AI coding spend
- Eng-ops teams wanting DORA + AI metrics in one place
- Enterprises rolling out Copilot-class tools at scale
When Faros is not a fit
- Startups under ~50 engineers . ROI won't land
- Teams wanting a quick, free DORA dashboard
- Buyers needing transparent public enterprise pricing
- Non-engineering teams; this is dev tooling only
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
review
review
- Faros AI Price, Features, Reviews . Capterracapterra.inreview
review
news
- Faros AI raises $20M . LinkedInlinkedin.comnews
official
- Faros AI Security & Trust Centersecurity.faros.aisecurity
- CSA STAR Registry . Faros AIcloudsecurityalliance.orgsecurity
news
- PanDev Metrics vs Faros AIpandev-metrics.comreview
official
- Jellyfish Trust Centertrust.jellyfish.cosecurity
- Jellyfish Pricing 2026: no list pricecodepulsehq.comreview
- Jellyfish Pricing from Actual Buyerspricelevel.comreview