The most urgent issue is the shutdown. After October 23, 2026, any app or script that still calls gpt-4-turbo will stop working, so developers should switch to a current model before that date and retest their prompts.
Even before that, GPT-4 Turbo had clear limits. Its knowledge stops in 2023, it can only write about 4,000 tokens per reply, and it has no reasoning mode for hard multi-step problems. Early versions were also criticized for cutting answers short.
It is also expensive by today's standards. GPT-5, covered in our GPT-5 review, costs $1.25 per million input tokens, an eighth of Turbo's price, with a larger context window and much stronger reasoning.