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Calculate Profitability with Different Pricing Schemes

Last updated: Mar 29, 2026

Quick Overview

Evaluates subscription unit economics and break-even analysis under per-GB and two-tier pricing schemes. Strong answers compute monthly profit, fixed-cost leverage, and the paid-user percentage needed to break even.

  • easy
  • Capital One
  • Analytics & Experimentation
  • Data Scientist

Calculate Profitability with Different Pricing Schemes

Company: Capital One

Role: Data Scientist

Category: Analytics & Experimentation

Difficulty: easy

Interview Round: Onsite

##### Scenario The startup tests different pricing schemes and needs unit-economics calculations to gauge profitability. ##### Question Given 20 subscribers, $400 fixed cost, $5 variable cost per user, $1 per-GB price, and 15 GB average usage, compute monthly profit. 4) If subscribers double, does the firm break even? 6) With a free tier (cost $ 1) and a paid tier (fee $54, cost $ 5), what paid-user percentage is required for break-even? ##### Hints Set up revenue and cost equations, subtract costs from revenue, and solve for zero-profit thresholds.

Quick Answer: Evaluates subscription unit economics and break-even analysis under per-GB and two-tier pricing schemes. Strong answers compute monthly profit, fixed-cost leverage, and the paid-user percentage needed to break even.

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|Home/Analytics & Experimentation/Capital One

Calculate Profitability with Different Pricing Schemes

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Capital One
Jul 12, 2025, 6:59 PM
easyData ScientistOnsiteAnalytics & Experimentation
64
0

Unit Economics and Break-even Analysis

You are evaluating a subscription product's monthly unit economics. Unless otherwise noted, fixed cost is 400permonthandvariableservicecostis400 per month and variable service cost is 400permonthandvariableservicecostis5 per user per month. In the base plan, users pay per GB. In the alternative plan, users are either free-tier or paid-tier users.

Constraints & Assumptions

  • Treat all costs and revenues as monthly.
  • Do not combine per-GB revenue with two-tier revenue; analyze each plan separately.
  • State whether total users are fixed when solving for the paid-user percentage.
  • Show formulas before interpreting results.

Clarifying Questions to Ask

  • Are the 20 users in the two-tier scenario the same total user count as the base plan?
  • Are fixed costs unchanged across pricing plans?
  • Does average usage remain the same when price changes?
  • Are acquisition, churn, or support costs excluded?

Part 1 - Base Per-GB Plan

Given 20 subscribers, 1perGBprice,15GBaverageusageperuser,fixedcostof1 per GB price, 15 GB average usage per user, fixed cost of 1perGBprice,15GBaverageusageperuser,fixedcostof400, and variable cost of $5 per user, compute monthly profit.

What This Part Should Cover

  • Compute revenue per user and total revenue.
  • Compute variable cost, fixed cost, total cost, and profit.
  • Interpret whether the product is profitable or losing money.

Part 2 - Scale Scenario

If subscribers double to 40 with the same usage and cost assumptions, determine whether the firm breaks even.

What This Part Should Cover

  • Recompute revenue, variable cost, fixed cost, total cost, and profit.
  • Explain why fixed-cost leverage changes the result.
  • State whether break-even is achieved.

Part 3 - Alternative Two-tier Plan

Free-tier users cost 1eachtoserveandproducenorevenue.Paid−tieruserspay1 each to serve and produce no revenue. Paid-tier users pay 1eachtoserveandproducenorevenue.Paid−tieruserspay54 each and cost $5 each. What paid-user percentage is required to break even? Provide the general formula and the value for 20 total users.

What This Part Should Cover

  • Define N as total users and f as the paid fraction.
  • Set profit equal to zero using paid revenue, paid-user cost, free-user cost, and fixed cost.
  • Derive the required paid fraction as a function of N.
  • Compute and interpret the 20-user case.

Follow-up Questions

  • What if free users have a conversion probability into paid users next month?
  • How would your answer change if variable cost increases with usage?
  • What pricing plan would you test next and why?
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