Token-to-Time Estimator

Codex agent eats ~85k tokens per run. How many fit in your 5-hour window? Dial in your usage and find out.

1Your plan
2Tokens per agent run85k
Quick editLong agent
3Runs per hour2
Slow & carefulContinuous

In a 5-hour window on Claude Max 5×

1
Runs before lockout
0h 32m
Until lockout
944%
Of window used

At 2 runs/hour you'll exhaust Claude Max 5×'s budget in 32 minutes — well before the 5-hour window resets. Upgrade or batch your runs.

Typical token costs

  • Single chat message~5k tokens
  • Claude Code edit + run~30k tokens
  • Codex autonomous task~85k tokens
  • Long /loop or babysit run200k+ tokens

Why token math beats message math

Counting messages is a lie. A one-line chat message and an autonomous agent run both count as “1 message” in your head — but the agent burned 20× the budget. The 5-hour window cares about tokens, not turns.

What the calculator assumes

We use published 5-hour token caps per plan, divide by your tokens-per-run input, and compute the resulting runtime at your chosen run-rate. The 25% safety margin you saw on the plan calculator is not applied here — this shows the raw ceiling so you can see exactly when you'd hit it.

SessionWatcher

Stop estimating. See your live token burn in real time.

Native macOS menu bar app. Track Claude and Codex usage, costs, and rate limits in real-time.

★★★★★ 4.9/5 from developers
nicojerome

“Fast, simple, and does exactly what it should. Definitely worth it.”

@nicojerome on GitHub

Get SessionWatcher

macOS 14+. $2.99 one-time purchase.

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