The Art of CTO Sprint Capacity Planner calculates team sprint capacity accounting for individual availability, velocity history, planned time off, and meeting overhead.
How much can the team commit to this sprint?
Available hours against planned points, with meetings and support accounted for.
About 5 min · Calculator · Free
About this toolWhy it matters, common mistakes, FAQ
How Much Can This Team Actually Commit To?
Chronic over-commitment is corrosive: it erodes trust with stakeholders, and it teaches the team that the plan is fiction. Both effects outlast whatever was shipped.
Capacity is calculated from headcount times sprint length, as though anyone spends a full week on planned work. Leave, on-call, interviews, support and meetings are not interruptions to capacity — they are most of it.
Questions CTOs ask
- How do you calculate sprint capacity?
- Sprint capacity is calculated by multiplying available developer-days by a focus factor. Start with total working days in the sprint, subtract planned time off (vacation, holidays, training), subtract meeting overhead (typically 20-30% of time for ceremonies, 1:1s, and ad-hoc meetings), and subtract meeting time and a support-overhead percentage, which is what this tool asks for. For example, a team of 5 developers in a 2-week sprint with 1 day off and 25% meeting overhead has: 5 x 9 x 0.75 x 0.7 = approximately 23.6 productive developer-days.
- What is a good sprint velocity and how do you improve it?
- There is no universally "good" velocity — it depends on story point calibration, team size, and domain complexity. What matters is velocity stability: a team should have less than 20% variance between sprints. To improve velocity, focus on reducing work-in-progress (limit WIP to 1-2 items per developer), reducing context switching, improving estimation accuracy through regular retrospectives, investing in developer tooling that removes friction, and protecting the team from mid-sprint scope changes. Sustained focus on WIP limits and estimation accuracy usually shows up as steadier velocity before it shows up as higher velocity.
Related Reading
Architecture Calculator Guide: Capacity Planning and Infrastructure Sizing for Series A CTOs
Architecture Calculator Guide: system capacity planning calculator for infrastructure sizing
metricsSprint Velocity
Track your team's capacity and throughput using story points or completed tickets. Essential for planning and identifying trends.
guidesAPI Rate Limit Planner Guide: API quota planning, burst math, and gateway-ready throttling
API Rate Limit Planner guide: API rate limiting design tool for quotas, bursts, and throttling