tokenmunch®
SIMPLE COSTS. INCLUDING OURS.

Calculate for free.
Pay for a better workflow.

TokenMunch is in free beta. Paid plans below are proposed launch packages—not available for purchase. No card required, no automatic charges.

AVAILABLE TODAY

Free beta

$0

Find out what your workload could cost.

  • Unlimited interactive calculations
  • Document and text processing in your browser
  • Model comparisons, ranges and sources
  • 25 private saved plans during beta
  • Revision history and revocable sharing
  • Local CSV actuals comparison
  • Print / Save PDF
Start calculating →Sign-in is only needed to save. Beta limits may change with advance notice; no automatic paid conversion.
PROPOSED · SOLO BUILDERS

Builder

$19/ month

Keep project forecasts useful after the first estimate.

  • 25 active private projects
  • One editor; unlimited read-only share links
  • Saved scenarios and revision history
  • Recurring actuals comparisons
  • Reusable report exports
  • Planned: changes in model prices surfaced against saved plans
Sign in to register interest →

Target USD price. Launch scope subject to validation.
PROPOSED · CLIENT DELIVERY TEAMS

Studio

$59/ workspace / month

Plan and explain AI costs across client projects.

  • 100 active projects
  • Five editors; unlimited read-only share links
  • Everything proposed in Builder
  • Planned: shared client workspaces
  • Planned: branded reports and reusable templates
  • Planned: portfolio forecast-versus-actual overview
Sign in to register interest →

Collaboration, branding and portfolio views are not yet available.

Predictable pricing is part of the product.

Never charged per calculation

Basic estimates run deterministically. We do not charge a percentage of your AI spend or accept payment to rank a model higher.

No hidden AI bill

TokenMunch estimates API costs. Your AI provider bills you separately. Live model evaluations and external API calls are not included.

Monthly first

Proposed plans are monthly. Annual plans will be considered after the paid workflow proves useful. No lifetime plans or automatic overages.

What happens after beta?

Core calculations will remain free. Proposed ongoing free access includes three saved projects and basic sharing. Existing beta users will get notice before limits change; nothing will silently become a paid subscription.