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.
In a 5-hour window on Claude Max 5×
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.
SessionWatcherStop 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.
“Fast, simple, and does exactly what it should. Definitely worth it.”
@nicojerome on GitHub
macOS 14+. $2.99 one-time purchase.
