An AI ROI number you can stand behind.
Tokens and acceptance rates describe usage, not value. Quotient turns your own engineering data into a dollar figure you can put in front of finance.
Delivered 17% more code 7% faster, while quality held.
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Research-backed
A comprehensive picture
Built on current research in AI-assisted development, giving you a complete and trustworthy view of return.
See the research →The team is shipping more.
The team is delivering faster.
Quality is holding as output grows.
Gains aren’t borrowed from burnout.
Trends over time
Watch it move, quarter to quarter.
The figure updates as your data moves, so you always have an up-to-date view of what AI is returning.
Book a Demo →The team is shipping more.
Research-backed
Put the next dollar where it works.
The same engineering data behind your ROI shows where delivery is getting stuck, so you can raise the number instead of only reporting it.
Explore AI Impact →Bigger AI-driven changes slow flow
AI-assisted output rose sharply and pull request size has grown four months straight. Cycle time has worsened with it — higher output is arriving in batches that move less smoothly.
Bubble accelerates AI-native development with Quotient
A 51% improvement in AI usage turned into 32% less cycle time and 19% better code quality.
Read the story ->See what AI is returning in your org.
71% of CIOs expect their AI budget cut or frozen if they can't show a return by mid-2026. Bring a number you can defend.
