Guides, model notes and product updates

A dated, evidence-only comparison of Venice's API and TokenLab covering base URLs, payment models, rate limits, TokenLab prices, a runnable two-API migration snippet, and who should stay or switch.

A dated comparison of Together AI and TokenLab covering base URLs, API formats, rate limits, delivery options, shared-model prices, and a migration snippet for each API.

TokenLab catalog prices for cheap agent models, plus the failure modes that decide the real cost.

A ChatGPT subscription is a flat-rate seat for one human in the chat app; the API bills per token and has no subscription tier. Which is cheaper depends on your real invoice and your real per-request cost, not a remembered price.

The best AI models for coding in 2026 come down to routing: Claude Sonnet 5 for review, GPT-5.5 for premium agentic work, Gemini 3.5 Flash for long context, and DeepSeek V4 for cheap loops.

Picking an image generation API is a five-part decision: which operations the model supports, how it accepts reference images, which output controls it exposes, how it bills, and whether it fits a synchronous or task-based flow. This is a framework for making that decision and checking current prices yourself.