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Guesstimate

Guesstimate is a web spreadsheet for modeling and forecasting quantities that are uncertain.

Place
#27 of 33
Score
5.6
Guesstimate's website

What Guesstimate is

Guesstimate is a web spreadsheet for modeling and forecasting quantities that are uncertain. Cells can contain confidence intervals or datasets, and calculations that depend on them carry that uncertainty forward. For stochastic expressions, the tool uses Monte Carlo sampling with 5,000 samples per expression. Analysis Mode shows sensitivity plots to help identify which inputs affect an output. Selected model inputs can also be presented as a calculator form, with chosen outputs displayed from the model. Financial functions include NPV, ROI, and WACC, using Finance.js. Users can create unlimited public models for free. Anyone can view those models, but only the owner can save edits; changes made while viewing someone else’s model are local and are not saved. Paid plans provide private models for individuals and organizations, with organizational models visible within the 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. The maker says small companies most commonly use it for cost estimation and forecasting.

Good

  • Unlimited public models are available for free.
  • Calculations account for uncertainty in inputs.
  • Analysis Mode displays sensitivity plots.
  • Includes NPV, ROI, and WACC functions.

Watch out

  • Only model owners can save edits to public models.
  • Private individual and organizational models require paid plans.

Who it suits

Guesstimate may suit small companies doing cost estimation or forecasting with uncertain inputs. It is also relevant to users who want to build public models or use paid private models.

Verdict

Guesstimate is built around uncertainty-aware spreadsheet modeling, with sensitivity analysis and calculator forms alongside financial functions. Public models are free, but private models require a paid plan and edits to someone else’s public model are not saved.

The facts

Each one read from Guesstimate's own pages, with the date it was checked.

What it does

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

Money

Free use
The site says users can create unlimited public models for free.checked 8 Oct 2026

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