Alphabet 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 · Research and development · Sales and marketing

  • Balance sheet

    Cash and cash equivalents · Marketable securities · Total cash, cash equivalents, and marketable securities

  • Cash flow statement

    Depreciation of property and equipment · Stock-based compensation expense · Deferred income taxes

  • Google Services

    Revenue · Operating Income

  • Google Cloud

    Revenue · Operating Income

  • Other Bets

    Revenue · Operating Income

  • Operating metrics

    Google Search and other revenue · YouTube advertising revenue · Google Network advertising revenue · Google subscriptions, platforms and devices revenue · Google Cloud backlog

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.