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Engineering Intelligence. Without the Enterprise Price Tag

Jellyfish was built for the boardroom. GitKraken Insights was built for the teams that actually ship software — at 75% less cost and ready in 15 minutes.

75%

Lower cost than Jellyfish

15 min

Setup time (not weeks)

40M+

Developers trust Gitkraken

What you actually need. Nothing you don't.

75
15
Ai-ROI
devs
jellyfish-depth
intelligence-meets

cost

75% less. Same intelligence.

Jellyfish contracts regularly exceed $150K/year. GitKraken Insights starts at $9/contributor/month. For a 100-person team, that’s under $11K vs. six figures.

Speed

Live in 15 minutes. Not 15 weeks.

Connect your repos and CI/CD tools. Get DORA metrics, PR analytics, and AI impact data immediately. No professional services. No implementation team.

ai impact

Built to answer the AI ROI question.

Track AI tool adoption, measure productivity correlation, spot when AI-generated code creates rework. Purpose-built, not bolted on.

trust

Developers already know us.

40M+ developers use GitKraken tools daily. Insights measures teams and workflows — not individuals. Developers engage with it instead of resisting it.

code quality

Depth Jellyfish can't match.

Technical debt tracking, code churn analysis, and quality metrics that distinguish real progress from noise.

Platform

Intelligence meets the tools you use.

Insights connects to GitKraken Desktop, GitLens, CLI, and MCP. Your intelligence layer lives where your developers already work — no standalone silo.

Feature comparison

Scroll to see more
Capability GitKraken Insights Jellyfish
Setup time
15 minutes
Weeks to months
DORA Metrics
✓ Automated
✓ Automated
AI impact measurement
✓ Native, day-one
~ Limited
Code quality & tech debt
✓ Deep analysis
~ Basic
PR & cycle time analytics
✓ Detailed
✓ Detailed
Developer sentiment
✓ Voice of the Developer
✓ DevEx surveys
Business alignment / R&D cap
~ Roadmap
✓ Core feature
Resource allocation
~ Roadmap
✓ Core feature
DevX tool integration
✓ Desktop, GitLens, CLI, MCP
✗ None
Pricing
From $9/contributor/mo
Enterprise ($$$$)
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What engineering leaders tell us about Jellyfish

Consistent themes from teams evaluating engineering intelligence platforms.

overbuilt
the-alt
dash
afterthought
leadership
trust

They’re quite expensive, and they have a lot of features we didn’t need.”

Overbuilt and overpriced

Six-figure contracts and months-long implementations for capabilities many teams never use. You’re paying for boardroom features when you need engineering answers.

I’ve rolled my own — it requires so much time to constantly update and maintain.”

The alternative isn't better

Teams that can’t justify Jellyfish pricing often resort to DIY dashboards — trading dollars for engineering time that’s just as expensive.

We want metrics that lead to actions — right now, this is invisible to us.”

Dashboards without direction

Jellyfish surfaces data for executives. But engineering managers and team leads — the people who can actually fix problems — get left out of the loop.

We need to understand AI impact. We wanted this taken care of for us.”

AI is an afterthought

84% of developers now use AI tools. Proving ROI on that investment requires native AI impact measurement — not a feature bolted on after the fact.

Adoption across engineering has been poor.”

Leadership-only tool

When developers see analytics as surveillance, they disengage. Jellyfish serves the C-suite well but struggles to earn trust across the org.

Numbers are wonky.”

Data trust issues

Integrations break. Metrics require manual validation. When teams can’t trust the numbers, the platform becomes shelfware.

“Having intelligence our developers actually trust has changed our approach to productivity measurement. The insights are actionable because the team believes in the data.“
Jason Gregory
Sr. Director of Product Engineering, TradeCentric
“GitKraken Insights transformed how we understand engineering performance. We can see which AI tools improve delivery performance and which areas need attention. It pays for itself by helping us optimize development.“
Guido Patanella
CTO Lansweeper

Ready to stop overpaying for engineering intelligence?

15-minute setup. No enterprise contract required. See what your team can learn.

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Trusted by engineering leaders and teams worldwide

40M+ Developers
100k Organizations

10B+ Commits

40M+
Developers

100k
Organizations

211M
Code Lines Analyzed