
GPT-6 Astra: 1.05M context, 128K output, API pricing, benchmark gains, limitations, and comparisons with GPT-5.6 Sol, Claude Fable 5.1, Gemini 3.8 Flash.

Compare GPT-5.6 API pricing, Sol, Terra, and Luna capabilities, availability, benchmarks, model selection, and CometAPI access with current code examples.

Learn what an OpenAI-compatible API is, why compatibility matters, how CometAPI works with Chat Completions and Responses API, what models you can run behind it

Master OpenAI Function Calling: move beyond prompt engineering to structured orchestration. Learn strict schema enforcement, security best practices, and agentic workflows. Standardize tool calling across GPT, Claude, and Gemini with CometAPI.

Over 2024–2025 ChatGPT and its sibling models shifted from being purely conversational LLMs to offering end-to-end deep research capabilities:

On November 12, 2025, OpenAI rolled out GPT-5.1, a focused upgrade to the GPT-5 family that emphasizes conversational quality, instruction-following, and

gpt-image-1-mini is a cost-optimized, multimodal image model from OpenAI that accepts text and image inputs and produces image outputs. It is positioned as a smaller, cheaper sibling to OpenAI’s full GPT-Image-1 family — designed for high-throughput production use where cost and latency are important constraints. The model is intended for tasks such as text-to-image generation, image editing / inpainting, and workflows that incorporate reference imagery.

By the end of 2025, the competition in AI models will intensify. The upcoming releases of GPT 5.1 and Gemini 3.0 Pro are undoubtedly a major focus. The looming releases are both a signal of competition and a marketing tactic for companies to preemptively seize market share. Now let's examine what GPT-5.1 will bring developers.