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Guesstimate

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What Guesstimate is

Guesstimate is a web spreadsheet for building models and forecasts when quantities are uncertain. A cell can contain a confidence interval or a dataset, and calculations that depend on it account for that uncertainty. For stochastic expressions, the product uses Monte Carlo sampling with 5,000 samples per expression. Analysis Mode presents sensitivity plots to show which inputs affect an output. You can also turn selected inputs into a calculator form and have it display selected outputs calculated from the model. Financial functions include NPV, ROI and WACC, using Finance.js.

The free plan lets users create unlimited public models. Anyone can view a public model, but only its owner can save edits; changes made while viewing another person’s model can be edited locally but are not saved. Paid plans include private models for individuals and organizations, with organizational models visible within their owning organization. The application code is open source, and its repository includes instructions for running it locally. QURI, a nonprofit research organization, says it maintains Guesstimate. Its maker says small companies most commonly use it for cost estimation and forecasting.

Who it suits

Guesstimate suits people modeling uncertain quantities, including small companies doing cost estimation and forecasting. It can also suit users who want to examine input sensitivity or turn model inputs into a calculator form.

What it does well

  • Carries uncertainty from inputs through dependent calculations.
  • Uses 5,000 Monte Carlo samples per stochastic expression.
  • Analysis Mode shows sensitivity plots for model outputs.
  • Calculator forms can display selected model outputs.
  • Includes financial functions such as NPV, ROI and WACC.
  • Application code is open source.

What to know first

  • Public models can be viewed by anyone.
  • Only a model owner can save edits to a public model.
  • Private individual and organizational models require a paid plan.

Limits

The free plan allows unlimited public models, but anyone can view them and only the owner can save edits. Private models for individuals and organizations are available on paid plans.

Getting started

  1. Open https://www.getguesstimate.com/ in a web browser.
  2. Create a public model for free.
  3. Use a confidence interval or dataset for an uncertain input.
  4. Use Analysis Mode to view sensitivity plots, or select inputs and outputs for a calculator form.
  5. Choose a paid plan for private individual or organizational models.
  6. Use the repository instructions to run the open-source application locally.

Verdict

Choose Guesstimate to model uncertain quantities in a web spreadsheet, with uncertainty-aware calculations, sensitivity plots and calculator forms. Its free plan supports unlimited public models; look elsewhere if you need private models without a paid plan or need to save edits to someone else’s public model.

Questions

Is Guesstimate free?

Yes. Users can create unlimited public models for free.

What do paid plans add?

Paid plans provide private models for individuals and organizations. Private organizational models are visible within the owning organization.

Which platforms does Guesstimate support?

Guesstimate is available on the web.

Is Guesstimate open source?

Yes. Its application code is open source, and the repository includes instructions to run it locally.

Who maintains Guesstimate?

QURI describes itself as a nonprofit research organization and says it maintains Guesstimate.

Can I save edits to someone else’s public model?

No. You can edit changes locally while viewing another person’s model, but only the owner can save edits.

Facts from Guesstimate's own pages

Analysis
Analysis Mode uses sensitivity plots to help show how model inputs affect outputs. · docs.getguesstimate.com, 8 Oct 2026
Calculators
Calculators let users present selected model inputs and outputs as a form for repeated use. · docs.getguesstimate.com, 8 Oct 2026
Financial functions
Available financial functions include CAGR, NPV, ROI, and WACC. · docs.getguesstimate.com, 8 Oct 2026
Free use
The site says users can create unlimited public models for free. · getguesstimate.com, 8 Oct 2026
Intended users
The maker says Guesstimate is most commonly used for cost estimation and forecasting within small companies. · docs.getguesstimate.com, 4 Oct 2026
Monte Carlo
Guesstimate uses Monte Carlo techniques and performs 5,000 samples per stochastic expression. · docs.getguesstimate.com, 8 Oct 2026
Notable limit
Changes made while viewing someone else’s model can be edited locally but are not saved. · docs.getguesstimate.com, 8 Oct 2026
Open source
The FAQ says Guesstimate is open source and links to its GitHub repository. · docs.getguesstimate.com, 8 Oct 2026
Organization status
QURI describes itself as a nonprofit research organization and says it maintains Guesstimate. · quantifieduncertainty.org, 4 Oct 2026
Paid model access
Private individual and organizational models are available on paid plans. · docs.getguesstimate.com, 8 Oct 2026
Private models
Private individual and organizational models are available on paid plans. · docs.getguesstimate.com, 4 Oct 2026
Purpose
Guesstimate is a spreadsheet tool for modeling and forecasting uncertain quantities. · docs.getguesstimate.com, 8 Oct 2026
Sharing limits
Public models can be viewed by anyone, but only their owners can save edits; private organizational models are visible within the owning organization. · docs.getguesstimate.com, 4 Oct 2026
Simulation
Guesstimate uses Monte Carlo sampling and performs 5,000 samples per stochastic expression. · docs.getguesstimate.com, 4 Oct 2026
Support
Users can report bugs through GitHub or the site chat, and security-related bugs can be reported to [email protected]. · docs.getguesstimate.com, 8 Oct 2026
Uncertain inputs
Users can enter confidence intervals or datasets directly into cells, and Guesstimate performs downstream calculations with them. · docs.getguesstimate.com, 8 Oct 2026
Who it is for
The FAQ says Guesstimate is most commonly used for cost estimation and forecasting within small companies. · docs.getguesstimate.com, 8 Oct 2026

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