Coding agents
Grok Code Fast 1: Capabilities, API Status, and Pricing
Learn what Grok Code Fast 1 was designed for, how xAI’s current model guidance relates to it, and what API pricing and legacy-ID details still need confirmation.
AI model and infrastructure insights
Insights, page 37 of 95
Video generation
How to Make a Sora Video: Current Status and How to Export Old Videos
As of November 9, 2026, you can’t generate new videos with Sora: its web and app experiences and its API have been discontinued. Here’s how to export videos you already made.
Model APIs
Gemini 3.1 Pro API: Model ID, Python Quickstart, and Production Checks
Call Gemini 3.1 Pro Preview through Google’s Gemini Developer API. Find its model ID, a direct Python quickstart, documented limits and capabilities, and data-handling checks for deployment.
Model APIs
OpenAI Model Names: Current API IDs and How to Choose
A practical guide to OpenAI API model names, documented IDs, historical aliases and snapshots, and choosing a model for a production task.
Model APIs
Janitor AI API: Proxy Setup, janitor+ Router, and What to Verify
Learn the difference between JanitorAI’s built-in janitor+ Router and connecting an external model API through Proxy. Follow a documented NanoGPT example and a practical compatibility checklist.
Video generation
Sora 2 Model: Capabilities, API Status, and What to Know
Learn what Sora 2 was designed to do, which capabilities were reported, and why it is no longer a viable choice for a new production API integration.
Model APIs
GLM-5.1 Size: 754B Parameters, Download Size, and GPU Setup
Z.ai’s model listing shows 754B parameters, while other sources report 744B. Compare the published repository sizes, understand what the vLLM GPU example does—and doesn’t—mean, and weigh hosted API access against self-hosting.
Image generation
How to Use ChatGPT Image 2: Create, Edit, and Use the API
Learn how to create and revise images in ChatGPT, write better prompts, find generated images, and generate images with OpenAI’s API.
Model APIs
Llama 4 Models: Scout vs. Maverick and API Availability
Compare Llama 4 Scout and Maverick by documented context length and capabilities, understand Behemoth’s announced status, and check what remains unconfirmed for TokenForgeCloud’s production API.
Image generation
Grok Imagine Free Trial: Free Access and API Costs
Grok Imagine has limited free-plan access for consumers, while xAI API video generation is metered. Compare listed model rates and assumption-labeled sample budgets.
Image generation
Which Claude Model Is Best for Image Generation?
No Claude model is documented as a choice for generating photo or illustration assets. Learn how the Claude Messages API handles image input and what to use when you need image output.
Pricing and plans
Claude Haiku 4.5 Pricing: API Rates, Cost Examples, and What to Verify
Claude Haiku 4.5 API rates are $1 per million input tokens and $5 per million output tokens. See a worked estimate, published cache prices, the asynchronous batch option, and its documented model status.
Image generation
Midjourney Model Guide: V8.2, Capabilities, and API Access
Learn what Midjourney’s documented V8.2 model offers, how to evaluate image workflows for your task, and what is—and isn’t—confirmed about production API access.
Model APIs
DeepSeek URL: Official Website, Chat, and API Endpoint
Find DeepSeek’s website and chat, then distinguish the official API documentation, API-key platform, and production API endpoint.
Pricing and plans
ChatGPT Price Increase: What’s Confirmed—and What It Means for API Costs
What the cited pricing evidence does—and doesn’t—confirm about ChatGPT price increases, Pro 200 usage, and separate production API costs.
Audio and speech
Suno Subscription Cost: Free, Pro, Premier, and API Access
Compare reported Suno subscription prices with plan credits and download limits, and distinguish Suno MCP from third-party API services.
Coding agents
Claude API Skills: Integrate Agent Skills with the Messages API
Claude Agent Skills and the Skills API are generally available through Anthropic’s API. See how to select a Skill, make a Messages API request with a supported model, and retrieve the generated file.
Video generation
How to Use Sora 2 on PC: Access Has Ended
As of November 9, 2026, Sora 2 is no longer available on PC or through OpenAI’s API. Here’s what changed and how to check whether you can export existing Sora content.
Model APIs
GLM-5.1 Context Window: 200K Tokens and the 128K Output Limit
Z.AI lists GLM-5.1 with a 200K-token context length and 128K maximum output. Learn how to interpret these separate limits and check their applicability to your API route.
Model APIs
Kimi K2 API Key: Get a Key and Make Your First API Call
Create a Kimi API key in the official platform, confirm which K2-family model is available, and send a first OpenAI-compatible request without confusing Moonshot with third-party providers.
How-to guides
How Many Pages Can ChatGPT Read?
ChatGPT has no universal page limit. Compare its file-upload caps with a production API model’s context and PDF-input requirements.
Video generation
How to Get Sora 2 Pro
Sora’s web and app experiences have ended. Here’s what OpenAI says about Sora 2 Pro access, the API retirement date, and why older signup and pricing instructions are not current guidance.
Pricing and plans
GPT-5.6 Sol API Pricing: Rates, Cost Examples, and Budget Rules
See GPT-5.6 Sol’s listed per-million-token rates, worked cost estimates, long-prompt and caching charges, and API details to check before budgeting.
Coding agents
How to Add Skills to Claude
Add a skill in Claude, Claude Code, or the Claude API. Follow the setup steps for your chosen surface, then test that the skill works.