Jellyfish is built for engineering leaders who need executive-facing reports on engineering investment and headcount. If you're an engineering team that needs real-time CI failure detection and automated ticket routing, you're paying for capabilities you won't use — at $12,000+/year. Here's an honest comparison.
Who Jellyfish is built for
Jellyfish's core value proposition is engineering investment reporting: connecting engineering effort to business initiatives, showing which teams are working on which strategic goals, and giving VPs of Engineering and CTOs the data they need for headcount planning and board reporting.
It does this well. If you're a VP of Engineering at a 200+ person org who needs to justify engineering headcount to the CFO and report on engineering contribution to roadmap initiatives, Jellyfish is purpose-built for you.
The price reflects the buyer: Jellyfish starts at approximately $12,000/year with a 50-seat minimum. That's an enterprise SaaS pricing model aimed at procurement-driven deals, not individual engineering managers or small teams.
Who Deviera is built for
Deviera is built for the engineering team that owns the daily friction — CI failures that don't get triaged, stale PRs that block other engineers, deployment failures that generate noise without structured follow-up.
Where Jellyfish answers "how is our engineering investment tracking against roadmap?", Deviera answers "what's breaking right now and what should be done about it?"
The automation engine is the core difference: when a CI failure hits, Deviera creates a structured ticket in Linear, Jira, or ClickUp automatically — with context, repo, branch, and failure type pre-filled. When a PR has been in review for 48 hours, Deviera tags the reviewer. When a Vercel deployment fails, Deviera logs it as an incident and resolves it when the next deploy succeeds.
Feature comparison
| Feature | Deviera | Jellyfish |
|---|---|---|
| CI failure auto-routing to tickets | ✓ | ✗ |
| Stale PR detection + automation | ✓ | ✗ |
| Deployment failure automation | ✓ | ✗ |
| 32 trigger types (GitHub, GitLab, Vercel, Sentry) | ✓ | ✗ |
| No-code automation builder | ✓ | ✗ |
| DORA metrics dashboard | ✓ | ✓ |
| Engineering investment reporting | ✗ | ✓ |
| Headcount / team capacity planning | ✗ | ✓ |
| Executive stakeholder reports | ✗ | ✓ |
| Free tier available | ✓ (forever free) | ✗ |
| Starting price | $0 / Pro from $29/mo | ~$12,000/yr (50-seat min) |
Pricing comparison
This is where the two tools diverge most sharply:
- Jellyfish: Contact sales. Based on published reports and customer feedback, pricing starts at approximately $12,000/year with a minimum of 50 seats. This is an enterprise procurement model.
- Deviera: Free plan (5 automations, 1 repo, no credit card). Pro at $29/month for individuals and small teams. Team plan at $25/seat/month (minimum 5 seats) for full CI automation, GitLab, Slack, and DORA metrics. 14-day Pro trial on every account.
The full Deviera pricing page has the full feature breakdown by tier.
When to choose Jellyfish
- You need engineering investment reports for board or C-suite stakeholders
- You're managing headcount planning across 10+ engineering teams
- You need to track which squads are allocating time to which strategic initiatives
- Your primary buyer is a VP of Engineering or CTO, not individual engineers
- Your organization has an enterprise procurement process and a $12K+ annual budget for engineering analytics tooling
When to choose Deviera
- You need CI failures, stale PRs, and deployment issues to route as tickets automatically — without manual triage
- You want real-time DORA metrics computed from your actual GitHub and Vercel events
- You're a team of 1–50 engineers who want friction detection without an enterprise procurement process
- You need a free tier to test the tooling before committing
- You want automation (tickets, Slack alerts, PR comments) — not just reporting
The bottom line
Jellyfish and Deviera solve different problems for different buyers. Jellyfish is executive analytics. Deviera is engineering automation. If you're evaluating a Jellyfish alternative because the price doesn't match your value, or because you need real-time friction detection rather than investment reporting, Deviera is worth a 14-day free trial.
The full side-by-side comparison (with feature-by-feature breakdown) is available on the
Deviera vs Jellyfish
page. Or start the free trial directly — no credit card, no seat minimum, your first automation runs within minutes.