Skip to main content
ChatGPT interface displaying improved English text rendering, showcasing OpenAI's upgraded image model.

Editorial illustration for OpenAI upgrades ChatGPT image model, improves English text rendering

ChatGPT Image Model Gets Text Rendering Upgrade

OpenAI upgrades ChatGPT image model, improves English text rendering

Updated: 3 min read

Two years back, ChatGPT botched a basic task: reading a sign. That specific failure is now in the crosshairs. OpenAI's latest upgrade to its image model, dubbed Images 2.0, directly attacks its own history of garbled text.

The result? Far fewer malformed letters and phantom characters in generated images. Not to be outflanked, Google is charging the same hill, with text rendering a key target in its recent Nano Banana updates.

First Impressions After a few hours of generating images with the new model, I was generally impressed with the text rendering capabilities, in English at least. Not that long ago, image outputs featuring text, from any of the major models, often included numerous malformed characters or words with errant extra letters. ChatGPT struggled to label images accurately two years prior, so the cleaner, more complex outputs from Images 2.0 are a sign of continued improvement. Google has also focused on improving image outputs featuring text in its recent iterations of Nano Banana.

The win is immediate: you can finally get a legible storefront sign or a clean logo. That’s the pivot. It moves AI image generation from mere spectacle toward practical tool.

But OpenAI’s own release notes concede lingering stumbles with non-Latin scripts. The parallel push from Google confirms a broader industry truth. The race isn't just for better pictures anymore.

It's for utility.

Common Questions Answered

How has OpenAI improved text rendering in ChatGPT image generation?

OpenAI has significantly enhanced the ability to generate images with clear, accurate text, addressing previous issues with malformed characters and extra letters. The new model (Images 2.0) now produces much cleaner text outputs, particularly in English, marking a substantial improvement over earlier versions that struggled with text accuracy.

What new capabilities does ChatGPT Images 2.0 offer for multi-image generation?

ChatGPT Images 2.0 can now generate entire study booklets from a single prompt, demonstrating enhanced multi-image creation capabilities. The system also claims support for non-English scripts like Chinese and Hindi, expanding its global usability and text rendering potential.

How is access to the new ChatGPT image generation model structured?

The new image generation service is currently live for all ChatGPT and Codex users, with a more advanced tier reserved for paying subscribers. This tiered approach allows broader access while providing additional features for premium users.

LIVE14:00Anthropic says shared Claude chats may appear on Google