One bundle1 bundle = 2M input + 500k output bundle tokens. Bundle tokens are a normalized unit - each model class draws them at its own burn rate.
Model burn ratesBurn rates are calibrated so every $10 bundle covers ~$5 of model usage at retail across classes. Router 0.2x, gpt-5-nano 0.06x, gpt-5.5 5x, gpt-5.5-pro 30x. The 'You actually get' box on each plan card shows the exact monthly tokens per model.
OverageOut of bundle tokens? Buy another bundle at $10 (2M input + 500k output) or let credits cover ad-hoc spillover.
Credits still workPrepaid credits ($0.04 each) remain available for top-ups, ad-hoc model calls, and add-ons - including overage on bundles.
No unlimited trapBundles cap at the level you pick. Overage and credit top-ups are opt-in, never auto-billed without limit.
Telemetry unitsEvery organization gets 1,000,000 App Telemetry units per month. Beyond that, units draw from bundle tokens or credits.
Hosted Apps computePreview and idle app compute is 1.25 credits/hour for Quick, 2.5 for Standard, and 6.25 for Large while running, building, or waking.
Model costs stay visibleThe dashboard keeps showing per-model input, output, and burn-rate usage so spend is never abstracted away.