Best planning poker tools for AI teams

Most planning poker tools are built around one question: how much effort is this ticket? AI-assisted teams also need to ask how much AI model usage the ticket may require.

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Comparison

Tool type	Good for	Gap for AI-assisted teams
Classic planning poker tools such as PlanningPokerOnline, PointingPoker, and Scrumpoker Online	Story-point estimation	Usually no token estimate
Miro voting and estimation templates	Flexible workshops	Not purpose-built for AI token usage
Jira planning poker apps	Jira-integrated estimation	Usually focused on story points only
Parabol, EasyRetro, and retro tools with voting	Team discussion and workshops	Not designed for sprint estimation or token usage
Token Poker	Story points + expected AI token usage	Focused specifically on AI-aware planning

When Token Poker is the better fit

Token Poker is a better fit when your team already uses AI coding tools and wants to discuss model usage, context size, and AI cost during planning.

When a classic tool is enough

A classic planning poker tool is enough if your team only wants story-point estimation and does not care about AI token usage, AI cost, or model-heavy implementation risk.

Keep reading

AI token estimation

Learn how to estimate expected AI token usage before implementation starts.

Planning poker for AI teams

See how Token Poker adapts planning poker for AI-assisted software teams.

Story points vs token estimates

Understand the difference between effort estimation and AI usage estimation.

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Plan AI-assisted work with two signals

Estimate story points and expected AI token usage in the same sprint poker room.

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