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Planning & Processnoun · /kəˈpæsɪti ˈmɑːdəl/

capacity model

capacity model — A framework or method used to predict and understand how much work a team or system can handle based on available resources, constraints, and past performance data.

In simple English

A capacity model is a planning tool that helps teams estimate their ability to deliver work. It typically considers factors like team size, skill levels, time availability, and historical velocity to create a realistic picture of what can be accomplished in a given timeframe. In tech companies, capacity models are used during sprint planning, project estimation, and resource allocation discussions. They help prevent overcommitment and allow teams to set realistic expectations with stakeholders about delivery timelines and quality. Different organizations use different capacity models, from simple spreadsheet-based calculations to complex algorithmic approaches that factor in context switching, technical debt, and on-call rotations.

Understanding how to estimate and predict team capacity for project planning and resource management.

At a glanceCEFR B2
Commonness4/5
Versatility4/5
FormalityCasualFormalNeutral
Spoken ↔ WrittenSpokenWrittenBoth
Directness ↔ DiplomaticDirectDiplomaticDirect
RegionUS and UK

Say it like this

  • We need to revisit our capacity model based on recent hires.
  • Does this align with our capacity model for Q3?
  • The capacity model shows we can't take on additional projects this quarter.

Use it at work

Planning headcount

  • Our capacity model shows we need two more engineers.
  • Let's update the capacity model for Q2.

Explaining a decision

  • Based on the capacity model, we can take one new project.
  • The capacity model includes time for on-call and meetings.

For systems

  • The capacity model says we run out of disk in six weeks.
  • Our capacity model is based on last year's peak.

Don't say this

✕We need to capacity model this project.
✓We need to apply our capacity model to this project.

Capacity model is not typically used as a verb. You apply or use a capacity model, not capacity model something.

Practice

Try it

4 quick exercises

Pick the most natural phrasing

1. Your manager asks about timeline for a new project. How do you respond professionally?

Complete the sentence

2. Before we commit to the deadline, we should _______ our _______ to see if it is realistic.

Spot the mistake

3. Which sentence uses 'capacity model' incorrectly?

Rewrite naturally

4. Rewrite using 'capacity model': 'We need to figure out how much work our team can do before we say yes to this project.'

Say it out loud

Phrase 1 of 3

"We need to revisit our capacity model based on recent hires."

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More about capacity model

Real examples(3)

  • in a sprint planning meeting

    "According to our capacity model, we can commit to about 80 story points this sprint given that two developers are in training."

  • in a manager one-on-one

    "Our capacity model assumes each engineer spends 20 percent of their time on support tickets, so we need to adjust our expectations accordingly."

  • in a stakeholder discussion

    "Based on our capacity model, we can't deliver all three features by end of quarter without hiring additional frontend engineers."

More mistakes(2)

Handle with care. Often confused with resource allocation or capacity planning. A capacity model is specifically the framework or methodology used to estimate and predict team/system capacity, not the actual allocation of resources.

  • ✕Our capacity model says we have unlimited capacity.
    ✓Our capacity model estimates we can handle 120 story points per sprint.

    A capacity model provides specific, measurable estimates, not vague statements. Use concrete numbers when discussing capacity findings.

  • ✕The capacity model is the same as resource allocation.
    ✓We use the capacity model to inform our resource allocation decisions.

    A capacity model is a predictive tool or framework, while resource allocation is the actual assignment of people to work based on that model.

Other forms(2)

  • capacity model noun

    "Our capacity model predicts we can complete the refactoring in two months."

  • capacity modeling noun phrase

    "Capacity modeling requires accurate historical data and realistic assumptions."

Often used with(5)

  • build / create a capacity model · To develop or establish a capacity model for your team
  • review / update a capacity model · To check or modify an existing capacity model
  • apply / use a capacity model · To implement or reference a capacity model in planning
  • capacity model shows / indicates · What the capacity model reveals or demonstrates
  • according to the capacity model · Based on what the capacity model predicts or estimates

Similar words(3)

  • capacity planning · Broader term that encompasses the overall process; capacity model is the specific tool or framework used within capacity planning
  • workload model · Slightly more technical term that focuses on the predicted volume and type of work
  • resource forecast · Less common in modern usage; focuses more on predicting resource availability than capacity

Opposites(2)

  • ad-hoc planning
  • unlimited capacity assumption

Questions(5)

What does capacity model mean in software engineering?
A capacity model is a framework or methodology that predicts how much work a team or system can realistically deliver based on available resources, constraints, and historical performance. It helps teams set realistic expectations and avoid overcommitment by providing data-driven estimates of team capacity.
How do you use capacity model in a sentence at work?
You typically reference a capacity model when planning: 'According to our capacity model, we can complete 100 story points this sprint.' You can also discuss updating it: 'We need to review our capacity model now that we have three new engineers.'
Is capacity model formal or informal?
Capacity model is neutral and professional, used in both formal meetings with stakeholders and informal team discussions. It is appropriate for presentations, documentation, and everyday workplace communication in tech companies.
What factors does a capacity model usually include?
A typical capacity model considers team size, skill levels, historical velocity, time availability (accounting for meetings and time off), on-call responsibilities, training activities, and context switching. Some models also factor in technical debt and support work.
Why is capacity modeling important?
Capacity modeling prevents teams from overcommitting, allows for more accurate project planning and timeline estimation, helps with resource allocation decisions, and sets realistic expectations with stakeholders about delivery capabilities.
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