Free tools for the numbers Scrum Teams argue about: how much time the team really has, when work is likely to finish, and what AI agents actually cost in review effort.
Each tool answers one practical question. New tools are added here as they go live.

How many focus hours does the team really have this Sprint? Subtracts public holidays, leave, Scrum events, refinement and AI output review, with a per-person breakdown.
Open the calculator
What are the maximum timeboxes for each Scrum event at your Sprint length, and how much of the Sprint do the events take in total? Checks each event against the Scrum Guide and shows focus hours, person-hours and cost.
Open the calculator
Import a CSV or Excel file, or paste your backlog. Every story gets an agent readiness check, a suggested size and a token range, with one click to change the size and one to send the list to Sprint Planning.
Open the estimator
Will your candidate items fit this Sprint? Enter three numbers and give each item a size with one click. It checks review hours, tokens and focus hours together, in Product Backlog order, and shows which runs out first.
Open the calculatorWhen is this work likely to be done, and how confident can you be? Uses your past throughput instead of estimates.
Coming soonPaste start and finish dates to see cycle time, throughput and work item age, the numbers that show where work gets stuck.
Coming soonHow much time do people lose when they work across several teams at once? A number to take into the staffing conversation.
Coming soonGrounded in the Scrum Guide, honest about team choices, and built for teams that work with AI.
Yes. Every calculator is free to use with no sign-up.
No. Calculations run in your browser. Some tools offer an option to remember your inputs on your own device, and you can clear it at any time.
Each tool is reviewed by Sanjay Saini, a Professional Scrum Trainer licensed by Scrum.org, before it goes live.
Start with the Sprint Capacity Calculator before your next Sprint Planning. It shows how much time the team really has once holidays, leave, events and AI review are taken out. If your team works with AI agents, paste your candidate stories into the User Story Token Estimator during refinement, then check the whole Sprint with the Sprint Token Budget Calculator.
More free practice for Agile roles on AI-assisted teams.