Occasional, delay-tolerant work favors cost control. Daily long-running or concurrent agents benefit more from higher capacity. Verify current benefits on official plan pages.
Measure your real workload
Track active days, longest task, concurrent runs and limit-related interruptions for one week. Those numbers are more useful than a headline multiplier.
When capacity has clear value
Higher capacity matters when interruptions affect delivery or long agent runs are part of every workday. It may add little for occasional explanations or tiny patches.
Avoid stale numbers
Benefits and model policies change. Third-party request counts age quickly, so use this decision framework and verify pricing and entitlements with OpenAI.
Frequently asked questions
Does any plan guarantee unlimited use?+
Do not assume so. Read the current official terms and fair-use conditions.
Will upgrading immediately resume a task?+
That depends on account state and entitlement activation; follow the checkout and usage screens.
This guide provides general information, not an OpenAI allowance promise or support decision. Your account and official pages govern actual usage, benefits and recovery times.