Estimate Bench
by ProfitSignal Labs

Jira Cloud · Read-only review

A better starting point for your next estimate.

Use completed Jira work as a transparent reference for estimation discussions.

Release in preparation. Not yet approved or available to buy.

Read the setup guide

Choose comparable work

Group completed issues by project and issue type.

See the evidence

Read sample sizes, exclusions, median ratios and empirical P80 values.

Explore a scenario

Apply historical ratios to a proposed estimate when a cohort has enough usable issues.

A focused review, with clear boundaries

Up to 1,000 fetched issues. Scenarios require a completely fetched scope and at least ten included issues in a group. Current estimates can have changed and logged time can be incomplete. Historical ratios are not delivery forecasts.

Results follow the current user’s Jira permissions. No issues or worklogs are changed. No app database, external analytics or paid AI service is used by this release.

Estimate Bench native Jira interface with fictional demo data
Actual app in Jira, using clearly labelled fictional demonstration data.

Start with one useful review

Open the fictional demo before connecting a real query. Use a narrow project and period, check the coverage, and review the source records before making decisions.

Support

Open a support request or contact support@profitsignallabs.dev. Include the product, action, approximate time and a redacted error message. Do not send passwords, API tokens or private Jira exports.