
How to Build an AI App with Multiple Models (Single API Key)
A practical architecture for building AI apps on multiple models — the gateway pattern, model-by-parameter switching, async task handling, routing, and fallbacks.
LinkModel · Journal
Tutorials, product updates, and insights

A practical architecture for building AI apps on multiple models — the gateway pattern, model-by-parameter switching, async task handling, routing, and fallbacks.

The best free AI video generators in 2026 — real free tiers for Seedance, Kling, Hailuo and more, their limits, and the cheapest paid path when free runs out.

The best AI video generation APIs in 2026 — Seedance 2.0, Kling V3, HappyHorse 1.0, Veo 3.1, Sora 2 — ranked by Arena quality, cost per minute, and speed.

The best AI image generation APIs in 2026 — GPT Image 2, Nano Banana Pro, Nano Banana 2, Seedream, and Flux — compared on quality, price per image, and best use.

The 2026 AI API pricing comparison — OpenAI, Google, Anthropic and DeepSeek rates for text, image and video, plus how an aggregator like LinkModel changes the math.

Google's Gemini 3.1 Flash Lite Image — nicknamed Nano Banana Lite. Specs, pricing, Nano Banana 2 vs Nano Banana Lite comparison, and how to try via API.

Sora 2 costs $0.34/video with no audio. These 7 alternatives start at $0.061 with native audio, 4K, and multi-shot — all via one API.

Use Seedance 2.0 API for cinematic video — dolly zooms, tracking shots, 8-language lip-sync. Full prompt engineering guide included.

LinkModel vs OpenRouter — real pricing, multimodal model coverage, video/image support. Which API router saves more for production teams?

Kling V3 API guide with asynchronous code examples, current pricing dimensions, 720p and 1080p output, multi-shot controls, native audio, and production safeguards.

Developer guide for GPT Image 2 API via LinkModel. 99%+ text rendering, reasoning-based generation, image editing. Code examples and pricing comparison.

How to use LinkModel trial credit to test eligible text, image, and video APIs, protect your key, compare offers, and forecast the paid cost afterward.

Honest comparison of free AI video tools — LinkModel, Kling, Pika, Luma, Runway, Stable Video. Free tier limits, watermarks, API access, and commercial rights.

Hands-on ranking of 8 video generation APIs — Kling V3, Seedance, Sora, Hailuo, Runway. Compared on quality, pricing, speed, and features with code examples.

Complete pricing table for AI APIs — text (GPT-5.5, Claude Opus, Gemini), video (Kling, Sora, Seedance), and image (GPT Image 2). Direct vs gateway pricing.

Seedance 2.5 is officially released and available on LinkModel. Check the API model ID, current limits and key video generation features.

Prompt ByteDance's Seedance 2.0 like a director: the 8-element formula, shot-by-shot structure, and fixes for face drift and unwanted subtitles.

Instant-Ramen is rumored to be Google's Nano Banana 2 successor. Here's why the AI community is comparing it with GPT Image 2.