Duolingo Estimates

Submit a company model through Excel or MCP to unlock estimates for the segments and financial lines you follow.

Download Excel template

500+ X followers or an approved application.

Reporting lines

See what the model covers before contributing. Forecasts span the next two fiscal quarters.

  • Income statement

    Cost of revenues · Gross profit · Research and development

  • Balance sheet

    Cash and cash equivalents · Short-term investments · Accounts receivable

  • Cash flow statement

    Deferred income taxes · Stock-based compensation expense · Depreciation and amortization

  • Subscription

    Revenue

  • Other revenue

    Revenue

  • Operating metrics

    Daily active users (DAUs) · Monthly active users (MAUs) · Paid subscribers at period end · DAU / MAU ratio · Subscription bookings · Total bookings · Gross margin · Adjusted EBITDA · Free cash flow

Published models and forecasts

Company coverage

Find an opening baseline or contribute to a quarter that needs more models.

8 tickers

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CompanyCurrent fiscal quarterNext fiscal quarterModel

Anthropic

ANT · proposed ticker

UnavailableUnavailableOpen model

Apple

AAPL

UnavailableUnavailableOpen model

Amazon

AMZN

UnavailableUnavailableOpen model

Duolingo

DUOL

UnavailableUnavailableOpen model

Alphabet

GOOGL

UnavailableUnavailableOpen model

Meta Platforms

META

UnavailableUnavailableOpen model

Microsoft

MSFT

UnavailableUnavailableOpen model

NVIDIA

NVDA

UnavailableUnavailableOpen model

4 complete models give each contributor at least 3 peers on the required rows.

How it works

Verify your account

Sign in with X. You qualify with 500 or more followers, or you can apply for contributor access.

Submit a company model

Submit from Excel or MCP. See which reported lines your model covers right away.

Unlock the benchmark

Complete the required rows to unlock the opening baseline where available. A peer median appears after 3 other qualifying contributors model the same line.