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OpenAI releases GPT-5.6 with three models, merges Codex into ChatGPT Work

Ben's Bites2h ago
OpenAI releases GPT-5.6 with three models, merges Codex into ChatGPT Work

Key takeaway

OpenAI has released GPT-5.6, a new model series with three variants (Luna, Terra, Sol) and expanded thinking levels, along with a unified ChatGPT Work app that merges the previous Codex and macOS ChatGPT applications. Users should be aware that higher thinking levels consume usage limits much faster, and OpenAI temporarily removed usage caps during recent bug-fix work, creating the risk of exceeding weekly limits in a single session.

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3 Key Points

  • What happened

    OpenAI released GPT-5.6 models to all users, featuring three variants (Luna, Terra, Sol) each with five thinking levels (light, medium, high, xhigh, max) plus a new Ultra mode. The macOS ChatGPT app and Codex app have merged into a single unified application called ChatGPT Work, and a new ChatGPT Sites plugin enables building hosted websites with optional login integration.

  • Why it matters

    The merge simplifies the user experience by combining coding and general-purpose tools into one app, while the expanded thinking-level options let users trade off speed and accuracy per task. However, higher thinking levels consume usage limits significantly faster—OpenAI even temporarily removed the 5-hour usage limit during weekend bug fixes, meaning users can deplete weekly allowances in a single session.

  • What to watch

    Sol excels at UI design and writing at Max thinking; Terra offers minor improvements over GPT-5.5 with better steerability; Luna works best for clearly-defined tasks but struggles with ambiguous prompts. The models' Computer Use feature (self-driving cursor control) is available now, particularly effective at Sol medium/high thinking levels.

In Depth

OpenAI has released the GPT-5.6 model family to all users, bringing significant product and architectural changes. The release centers on three models—Luna, Terra, and Sol—each equipped with five thinking levels (light, medium, high, xhigh, max) plus a new Ultra mode that enables these models to deploy subagents for more complex reasoning. According to the article, Sol performs particularly well on UI work and improves markedly at Max thinking for writing tasks; Terra represents a minor step forward from GPT-5.5 with improvements in UI and writing skills and greater steerability; Luna operates effectively on well-defined tasks but can misinterpret ambiguous prompts.

The most visible product change is the merger of OpenAI's macOS ChatGPT app and Codex into a unified application called ChatGPT Work. Users update their Codex app to receive the new combined interface, which maintains separate modes fine-tuned for coding versus non-coding work. A new plugin called ChatGPT Sites allows users to build hosted websites with optional "Login with ChatGPT" integration. During the weekend integration work, OpenAI reset usage limits 4–5 times while fixing bugs introduced by the app merge and temporarily removed the 5-hour usage cap, creating a window where users could exhaust weekly allowances in a single session.

Usage consumption is a critical trade-off: the body notes that higher thinking levels deplete usage limits much faster than lower ones. One user reported nearly exhausting their Codex usage after experimenting with Ultra mode for the first time, leading them to adopt Luna at xhigh thinking for most building and creativity work, background agents for harder tasks, and Sol medium for day-to-day productivity. The GPT-5.6 models in the Codex app excel at Computer Use—the ability to self-drive a cursor to open applications, click buttons, and interact with screen elements—with Sol at medium or high thinking recommended for initial exploration of the feature.

Context & Analysis

OpenAI's GPT-5.6 release marks a significant consolidation of its product surface. By merging Codex and ChatGPT into a single ChatGPT Work application, the company is streamlining the user experience—though this integration required multiple usage resets during the weekend to fix bugs introduced by the app merge, and the temporary removal of usage limits suggests the transition was operationally complex. The introduction of three distinct models (Luna, Terra, Sol) with granular thinking-level control reflects a design philosophy that lets users optimize for their specific task and budget constraints rather than forcing all workloads through a single model. However, the body notes that higher thinking levels consume limits much faster, creating a practical tension: users who rely on Max or Ultra thinking may exhaust their allocations quickly, particularly if they default to expensive reasoning chains for routine tasks.

FAQ

What are the three GPT-5.6 models, and how do they differ?
The three models are Luna, Terra, and Sol. Sol is strong at UI design and writing (especially at Max thinking); Terra functions as a minor improvement over GPT-5.5 with better steerability; Luna works well for clearly-defined tasks but can struggle with ambiguous prompts.
How do the new thinking levels affect usage?
Each of the three models comes with five thinking levels (light, medium, high, xhigh, max) plus Ultra mode. Higher thinking levels consume usage limits much faster. OpenAI temporarily removed the 5-hour usage limit during weekend bug fixes, so users can deplete weekly allowances in a single go.
What new features are included in ChatGPT Work?
ChatGPT Work is the merged app combining the macOS ChatGPT app and Codex. It includes a new ChatGPT Sites plugin that lets users build hosted websites with an optional 'Login with ChatGPT' feature, and Computer Use capability that can self-drive the cursor to open apps, click buttons, and interact with screens.

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