Models & Releases

ChatGPT Business Codex credits cost 37% more than direct API pricing

A surprising price premium for team management features that many could build in-house.

Deep Dive

A user analysis shows Codex credits are roughly 37% more expensive than direct API pricing, with GPT-5.5 input costing $6.85 per 1M tokens via Codex. The author questions the value, noting that an internal usage-tracking proxy could replicate most team management features at lower cost.

Key Points
  • 10,000 Codex credits cost $547.71, making 1 credit = $0.054771
  • GPT-5.5 input via Codex: $6.85/1M tokens vs ~$5.00 via API (37% premium)
  • Team management features could be replicated with an internal proxy using direct API pricing

Why It Matters

Businesses may overpay 37% for convenience that can be built cheaply with modern AI tools.