AI model and infrastructure insights
Install OpenAI Codex CLI with OpenAI’s platform-specific instructions, sign in, and confirm it works. See how CLI setup differs from integrating the OpenAI API into an application.
Yes. DeepSeek’s deepseek-flash API accepts images. Learn the supported formats, three ways to send an image, key limits, and what image input does not guarantee.
The official sources reviewed document DeepSeek-V3, not a confirmed V3.3 model. See what V3’s reported specs and benchmarks show, plus current DeepSeek API model options and pricing conditions.
See which DeepSeek model names to use in API requests, how Flash aliases work, and what the official docs list for Flash and V4 Pro capabilities and pricing.
Learn what Midjourney’s official API announcement does—and does not—confirm, and how PiAPI and Apify credentials differ from a Midjourney-issued key.
There is no current Sora wait time to rely on: OpenAI discontinued the Sora web and app experiences on April 26, 2026, and the Sora API on September 24, 2026. Here’s what that means for timing estimates and production use.
Get started with the direct xAI Grok API: find the official docs, create a key, send a first request, and check model pricing and rate limits.
Tell Z.ai, ChatGLM, ZCode, and BigModel apart. Compare supported GLM input types and check the key details before using a model through a production API.
As of November 10, 2026, OpenAI has discontinued the Sora app, web experience, and API. Learn what that means for pricing and how to budget a production video workflow.
Yes. DeepSeek announced V4 Preview in April 2026 and V4-Pro general availability in August. See how the current first-party API names, limits, and pricing differ from the original launch lineup.
Cancel ChatGPT Go through the provider that bills you. Follow the web, Apple, or Google Play cancellation steps, check your renewal date, and understand refunds and separate API charges.
As of November 10, 2026, OpenAI’s Sora app, web experience, and API have been discontinued. Here’s what that means for current Sora pricing, historical plan claims, and budgeting.
Find out what free API credits do—and don’t—confirm for Claude Opus 4.8, its current API status and model ID, and how to estimate usage costs from Anthropic’s listed token rates.
Sora 2 Pro is no longer available through OpenAI’s Sora app or API. See the historically reported API rates by resolution and what an 8-second video would have cost.
Compare the historical Grok Code Fast 1 results with GPT-5 API evidence, current model-status caveats, documented pricing, and a reproducible way to test coding performance.
Compare Runway plan prices and credits, estimate a Gen-4.5 workload without confusing credit capacity with model access, and see how API billing differs from app subscriptions.
Learn who can create a custom GPT in ChatGPT, how to configure and share one where available, and how an API-powered app differs. Includes current access and retirement details plus a minimal JavaScript API request.
Moonshot says Kimi K2.5 was retired from its API platform on August 31, 2026. Learn what that means for OpenClaw, how to configure the recommended Moonshot API route, and how to check a live K3.1 Pro request.
Compare GPT-5 Mini and GPT-5.4 Mini for API workloads, including model status, capabilities, benchmark results, limits, and token rates. Learn which details to verify before production.
An Alibaba Cloud Model Studio API key is an authentication credential, not a guarantee of free API usage. See where the documented Qwen3.8-Max free quota applies, Singapore pricing, how to create a region-specific key, and what to check to avoid unexpected charges.
OpenAI discontinued the Sora API on September 24, 2026. Learn what that means for Sora 2 watermark-removal integrations, how removal differs from provenance checking, and what to verify before choosing another service.
Learn how to run Claude Code’s `/context` command, understand its breakdown, distinguish it from API token counting, and what to check if output is missing in VS Code.
DeepSeek says it released R1 to support research; for DeepInfer, it cited affordability and efficiency goals. Learn what those reasons mean—and what to verify before choosing an API or open model.
A practical summary of DeepSeek-V3.2’s technical report, its claims about V3.2-Speciale, what the evidence does and doesn’t show, and whether either model is currently listed for DeepSeek’s direct API.
