Blog and Guides · Page 2
Explore practical LLM API guides, integration notes, and product updates.
Product updates, integration guides, and practical notes for LLM API developers.
Grok 4.6 API Review 2026: 500K, Coding & Agents
Grok 4.6 brings a 500K context window for coding and agents. Review official specs, benchmarks, API price, gateway rate, setup, and FAQs.
DeepSeek V4 Flash for Codex: Responses API Setup Guide
DeepSeek-V4-Flash-0731 is now in public beta with native Responses API support and Codex integration. Review the official agent benchmarks, gateway price, API examples, Codex configuration, and production checks.
Claude Opus 5 API Pricing and Claude Code Setup Guide
Use the gateway's claude-opus-5 API route with current pricing, OpenAI-compatible requests, Claude Code setup, agent use cases, and a clear boundary from Anthropic's official model catalog.
Qwen 3.8 Max API Pricing & Setup Guide (2026)
Use the qwen3.8-max API route with current pricing, 1M context, vision support, an OpenAI-compatible example, and a clear distinction from Qwen's public qwen3-max model name.
Kimi K3 12-Hour ERP Case Study: What It Proves and What It Doesn't
A careful review of a beta developer's Claude Code + Kimi K3 ERP claim, with evidence limits, a reproducibility checklist, production risks, and setup guidance.
Kimi K3 API Pricing and Specs: Model ID, 1M Context, and Open-Weight Status
A source-backed guide to Kimi K3 API pricing, the kimi-k3 model ID, 2.8T parameters, 1M context, native vision, cost examples, and the scheduled release of full weights.
GPT-5.6 in ChatGPT: Sol, Pro, Plans and Model Picker Guide
Learn how GPT-5.6 works in ChatGPT: Sol and Sol Pro, reasoning levels, plan access, usage limits, and why the model may not appear yet.
Codex Luna Max vs Luna Ultra: GPT-5.6 Review
Codex Luna Max vs Luna Ultra explained: compare GPT-5.6 Luna, Terra and Sol by reasoning, multi-agent behavior, price, speed and coding use cases.
Grok 4.5 Review: 500K Context, Speed, Coding & Agents
Grok 4.5 review based on xAI documentation, X reactions, and Reddit tests, covering coding, agents, 500K context, pricing, limits, and practical value.