Guide
How to choose a planning poker tool
Most planning poker tools implement the same core mechanic (simultaneous reveal, re-vote, lock-in). The real differentiators are five questions about your team — not feature checklists.
The five questions that matter
1. Does the team need persistent history?
If you re-estimate quarterly and need a record of why a story was 8 last sprint and 13 this sprint, you need persistence. If you treat estimates as a sprint-local forecasting input and they live in the issue tracker afterwards, you do not — and a tool that auto-deletes is a feature, not a limitation.
2. Do you need multi-role voting on the same ticket?
Most tools assume one voter pool per ticket. Multi-discipline teams (Dev + QA + Design + Product) often want each role to vote independently — see the guide for why. If you have one ticket and three perspectives, a tool that flattens those into one vote per ticket loses information.
3. Is one estimation scale enough, or do different roles need different scales?
Most tools support multiple scales — but globally per session, not per voting role. If your Dev team thinks in Fibonacci story points and your Design team thinks in T-shirt sizes, a global-scale tool forces both to compromise on a shared unit. See the scale guide for the trade-offs between scales.
4. How much friction is too much?
Account requirements add friction. Tools that need a sign-up before voting tend to have lower attendance because half the team skips on principle. For one-off sessions with rotating teams, anonymous tools win on participation; for permanent product teams, accounts are a wash because everyone signs up once.
5. Sync, async, or both?
Real-time voting plus live discussion is the default and works for co-located and remote teams. Pure async (collect votes over 24 hours, surface outliers afterwards) works for distributed teams across many timezones but loses the discussion step that makes planning poker accurate — see remote planning poker for the trade-off.
Free vs. paid — when each makes sense
| Pick free if | Pick paid if |
|---|---|
| You estimate a few times a sprint, results land in your issue tracker, you do not need integrations. | You estimate continuously and want native JIRA / Linear / Azure DevOps sync. |
| Team rotates and you want no sign-up friction. | Stable team that benefits from SSO + persistent identities. |
| Sessions are short-lived and data retention is a liability, not an asset. | Compliance or audit requirements demand session history retention. |
| You are a small to mid-size team where any paid seat licence is friction. | Enterprise — IT prefers a paid contract over an anonymous service for vendor procurement reasons. |
Common feature gaps
These are the things to actually test in a trial run — the gaps that hurt only show up mid-session:
- No simultaneous reveal. Some tools still show running totals as people vote — this re-introduces anchoring. The technique does not work without simultaneous reveal.
- No abstain or pass card. Forces voters to pick a number even when they cannot estimate (insufficient context, wrong role). Result: noise in the data.
- Session locked to one scale. Cannot switch between Fibonacci and T-shirt mid-session even when the work calls for it.
- No spectator mode. Stakeholders who join "just to listen" either show up as voters (skewing estimates) or not at all.
- No re-vote without losing original. Some tools overwrite the first round on re-vote. You lose the convergence trail.
- No mobile support. Half the team joins from phones, especially in remote-first teams. A desktop-only UI cuts attendance.
Where Ace-The-Backlog sits
Free, no account, no persistence beyond 24 hours, real-time sync, up to five voting roles per session with independent scales each, spectator mode, CSV export, mobile. Built for the "small to mid-size team, sessions are short-lived, results live in your tracker" half of the matrix above.
Not built for: enterprise SSO, JIRA integrations, persistent history, audit logs. Those are real needs that warrant a paid tool — Ace-The-Backlog does not try to compete there.
FAQ
- Are free planning poker tools good enough for production teams?
- For a few hundred to a few thousand sessions a year, yes. Free anonymous tools cover the core mechanic (simultaneous reveal, multi-role voting, scale picking, CSV export) that paid tools also implement. Paid tools add Jira/Linear integrations, persistent history, SSO, and audit logs — useful for enterprise teams, overkill for most.
- Do I need an account-based tool for security?
- Account-based tools do not automatically equal more security. What matters is: who can read room data (RLS, signed-URL access), how long it persists (auto-delete reduces blast radius), whether the wire is TLS-only. Anonymous tools with short retention and per-room secret URLs can be tighter than account-based tools that store everything indefinitely.
- Which features are essential vs. nice-to-have?
- Essential: simultaneous reveal, multi-participant real-time sync, at least Fibonacci + one other scale, mobile-friendly UI, CSV export. Nice-to-have: multi-role voting per ticket, configurable scales per role, spectator mode, JIRA integration, persistent history.
- Should I self-host?
- Only if you have a specific compliance reason (regulated industry, internal-only network, audit requirements). For everyone else, self-hosting trades a fixed monthly cost for a recurring operational cost — usually a worse deal at small-team scale.
Try it on a real session
Free, no sign-up. Bring a real backlog — that is the only way to know if a tool fits your team.
Start a planning poker session