Audio and speech
MiniMax AI Text-to-Speech: Models, Capabilities, and API Access
Compare MiniMax Speech 2.8 models, choose an option to evaluate for interactive speech or narration, and check production API access and limits.
AI model and infrastructure insights
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Image generation
Nano Banana Pro vs GPT Image 2: API, Pricing & Workflow Comparison
Compare Nano Banana Pro and GPT Image 2 for production image workflows, including official API access, documented features, pricing units, and what to test before choosing.
Model comparisons
DeepSeek V3.2 vs R1: SiliconFlow API, Limits, and Cost
Compare the standard DeepSeek-V3.2 and full DeepSeek-R1 listings on SiliconFlow, including model IDs, documented limits, tool support, and the date-qualified price comparison.
Video generation
Is the Sora 2 API Free? No—OpenAI Discontinued It
As of November 10, 2026, OpenAI says the Sora API was discontinued on September 24, 2026. What that means for API costs, ChatGPT plans, and third-party offers.
Coding agents
Claude Code Subagent Examples: When to Use Them and How to Delegate
Practical Claude Code subagent examples for parallel research, code review, and sequential handoffs—with a clear distinction between Claude Code workflows and production API use.
Image generation
GPT Image 1 API: Shutdown Status and Migration to GPT Image 2.6
GPT-image-1 shut down on October 23, 2026. Check the direct OpenAI API details for migrating to GPT Image 2.6, generating an image, and saving the PNG response.
Model APIs
GLM-5 Chat: Where to Try It, What It Does, and API Pricing
Find out what “GLM 5 chat” can mean, how GLM-5 differs from GLM-5.1 and GLM-5.3, what the model is suited for, and what to verify before using its API in production.
Audio and speech
Suno.com Pricing in 2026: Plans, Costs, and API Access
Compare Suno Free, Pro, and Premier pricing, including monthly and annual costs, credits, downloads, taxes, and what is—and is not—publicly verifiable about production API pricing.
Model APIs
When Was DeepSeek-V3 Released?
DeepSeek’s official announcement dates the DeepSeek-V3 launch to December 25, 2024. Here’s what that date establishes—and what it does not tell you about current API availability.
Pricing and plans
ChatGPT 5 Cost in 2026: GPT-5 API Pricing and ChatGPT Access
OpenAI lists GPT-5 API rates of $1.25 per million input tokens, $0.125 per million cached input tokens, and $10 per million output tokens. See how API billing differs from ChatGPT access and how to estimate usage.
Audio and speech
Lyria 3.5 vs. Suno v6: Features, API Access, Pricing, and Rights
Compare Google Lyria 3.5 through the Gemini API with Suno v6’s creator workflow. See the documented differences in generation, revisions, API integration, subscription costs, and commercial-use terms.
Image generation
Midjourney V6 Free: Is It Possible, and What Does It Cost?
Can you use Midjourney V6 for free? Check the official trial rules, subscription prices, what the documentation says about V6.1, and the status of a production API.
Model comparisons
Claude Sonnet 4.5 vs Opus 4.5: API Cost, Limits & Production Fit
Compare Claude Sonnet 4.5 and Opus 4.5 for API use, including official model IDs, token prices, limits, lifecycle status, and how to evaluate them for your workload.
Model APIs
Grok 4 Fast API: Availability, Model IDs, and Setup
Grok 4 Fast API IDs were retired on May 15, 2026. Learn how their redirects work and make a minimal request to Grok 4.3 using the xAI Responses API.
Coding agents
Install Claude Code CLI on Windows: PowerShell, Sign-In, API, and PATH Fixes
Install Claude Code on Windows with Anthropic’s native installer, verify it, sign in, and troubleshoot PATH issues. Learn how Console API access and organizational gateways differ from subscription sign-in.
Pricing and plans
ChatGPT Enterprise Cost: Pricing, API Rates & Budget Guide
Learn how to get a ChatGPT Enterprise quote, interpret third-party spend benchmarks, and estimate production API costs without mistaking token rates for your total contract price.
Model APIs
DeepSeek R1 vs V3: Which Model Fits Your Production API Workload?
Compare DeepSeek R1 and V3 for real workloads, check current DeepSeek API model IDs and pricing, and learn how to run a fair production test.
Model APIs
Run DeepSeek V4 Locally: Hardware, Setup, and API Options
Follow a documented DeepSeek V4-Flash-0731 setup path for vLLM on NVIDIA H200 hardware, check its storage and context settings, and compare local inference with DeepSeek’s hosted API.
Coding agents
How Codex Works: The Agent, Its Workflow, and API Options
Learn how Codex uses a model and tools to work through coding tasks, what to review, and how to call the Codex harness through the Agents API.
Audio and speech
How to Download Suno AI Songs on Web, iPhone, and Android
Follow Suno’s Library download steps, choose MP3 or WAV where available, find the saved file, and check current download allowances.
Image generation
How Many Free Images Can You Generate on ChatGPT?
ChatGPT Free has an image-generation limit, but there is no dependable fixed daily count to plan around. Learn what to do when you reach it and how to treat API costs separately.
Image generation
ChatGPT Image 2 Prompts: A Practical Guide
Use a reusable prompt template, adapt three illustrative examples, and refine image results. See what the available OpenAI documentation establishes—and leaves unresolved—about GPT Image 2 API use.
Pricing and plans
Anthropic Subscription Pricing: Claude Plans and API Costs
Compare Claude Pro, Max, Ultra, and Team pricing, understand included API credits, and estimate production API costs separately.
Model APIs
GPT-5.5 API: Setup, Python Example, and Pricing
Connect to GPT-5.5 through OpenAI’s API with the official model ID, a minimal Python example, key-safety guidance, and token pricing.