GPT-5 in Production: API Changes and Real Cost Impact

GPT-5 offers lower input token costs than GPT-4o, but the new reasoning_effort parameter creates variable output costs that make upgrade decisions highly workload-dependent. Practical production data shows cost outcomes ranging from 30% savings to 15% increases, proving migration requires careful cost-benefit analysis specific to each use case.