How to Handle the GPT API Model Sunset Wave: Migration from Legacy Versions, Compliance Pitfalls, and Hybrid Calling of GPT-5.6 and gpt-oss

Against the backdrop of OpenAI密集下线 GPT-4o, GPT-4.1, and early GPT-5 snapshots in the second half of 2026, this article outlines the core pain points of migrating GPT API in production environments, explains how to avoid the risks of account pool relay services, and describes how to smoothly switch to GPT-5.6 official authorized channels and gpt-oss self-hosted open-source models via NexAIX's unified OpenAI-compatible endpoint.

How to Connect to GPT-5.6 API: Selecting Sol, Terra, Luna and Configuring Inference Parameters

GPT-5.6 comes in three variants—Sol, Terra, and Luna—all supporting a 1.05M token context window and up to 128K output tokens; integration only requires changing the base_url, reasoning depth is controlled via reasoning.effort, and long-context tests verify whether a channel is downgraded.