AI Token Discipline Calculator

Pick the right model before your agent starts the bonfire.

Describe the workflow you want to build, choose your usage level, and get a plain-English model recommendation, token estimate, cost forecast, and build route. Built for solo builders, vibe coders, and teams who don't want their AI bill to become a fire-breathing dragon.

Recommended route
Balanced builder stack

Start with a cost-efficient model for most steps, then route only the difficult moments to a stronger model. This avoids paying frontier prices for intern work.

$0.00
Estimated monthly model spend
$0.0000Cost per run
0Tokens per run
LowToken burn risk

Model choice

Use a budget or mini model for basic steps, then a stronger model for reasoning, coding, or judgment-heavy steps.

Token control

Keep context tight. Reuse stable instructions and retrieve only the source snippets the task needs.

Build warning

Do not let agents loop freely. Set a max number of steps, a stopping condition, and a human review point.

Your planning route

Build the workflow in stages so you validate the task before you pour tokens on it.

Recommended model stack

Pricing comparison table

ModelProviderTierInput / 1MCached input / 1MOutput / 1MBest for