Blog
Latest news and updates from our team
Wan 2.7 Video API: 1080p, Audio, Pricing, and Limits (2026)
Use the Wan 2.7 Video API for text, image, reference, and video editing workflows. Learn 1080p pricing, audio controls, 2–15s limits, and code.
Best Open-Source AI Video Models for Local GPUs (2026)
Compare Wan 2.2, HunyuanVideo-1.5, CogVideoX1.5, and Mochi 1 by local GPU memory, output, license, speed, and deployment limits.
DeepSeek V4 1M Context: max_tokens, Billing, and Concurrency
DeepSeek V4 shares its 1M context between input and output, with a 384K maximum output. Learn max_tokens, cache billing, and concurrency limits.
Gemini Omni API: Preview Specs, Pricing, and Limits
Google's Gemini Omni API preview explained: model ID, Interactions API, 720p output, pricing, input limits, multi-turn editing, and reAPI differences.
What Is the Context Window in Claude, and What Counts
The context window in Claude is 1M tokens on current models, but tool definitions, retained thinking and cached input all consume it. More is not better.
How to Get a Claude API Key, and When You Need One
Creating a Claude API key takes four clicks. Expiration and workspace are chosen once and cannot be changed later, and calling several vendors changes the math.
How to Use Claude Code: Anthropic's Terminal Coding Agent
How to use Claude Code: the 1M token context window, 80.8% SWE-bench score, Plan Mode, every surface it runs on, installation, and how it compares to Cursor.
How to Use Claude Fable 5: Refusals, Fallback, and Cost
How to use Claude Fable 5: the full benchmark table, the refusal and fallback contract that changes your code, mandatory retention, and what Opus 5 changed.
How to Use Claude Opus 4.8: Coding, Honesty, and Cost
How to use Claude Opus 4.8: the official benchmark table, the honesty gain, Dynamic Workflows, the effort default that moved, and what to plan when migrating.
How to Use Claude Opus 5: Benchmarks, Effort, and Cost
How to use Claude Opus 5: the full official benchmark table, the effort ladder that decides your bill, two breaking API changes, and the migration steps.
How to Use Claude Sonnet 5: Effort, Cost, and Limits
How to use Claude Sonnet 5: benchmarks against Opus 4.8, the effort ladder that drives cost, the denser tokenizer that inflates bills, and migration steps.
How to Use Codex to Generate Slide Decks From Research
How to use Codex to generate slides: the seven-step workflow, the outline checkpoint that decides deck quality, prompts that pin exact claims, and its limits.
How to Use Gemini 3.6 Flash: Speed, Price, and Limits
How to use Gemini 3.6 Flash: official benchmarks, where it loses to GPT-5.6 Luna and Sonnet 5, four breaking API changes, and the Flash-Lite and Cyber models.
How to Use GPT-5.5: Agentic Strengths and Its One Flaw
How to use GPT-5.5: the Terminal-Bench lead, why the price rise is smaller than it looks, the 86% hallucination rate nobody quotes, and the loop it needs.
How to Use GPT-5.6: Sol, Terra, and Luna Tiers Compared
How to use GPT-5.6: what Sol, Terra, and Luna cost, the Terminal-Bench table and its four asterisks, the new max and ultra modes, and which tier to pick.