ByteDance's Seedance 2.0 video generation model has become a sensation since its February release, hailed as the "DeepSeek moment" in video generation. Volcano Engine has already published the Seedance 2.0 API pricing page, though the API interface hasn't officially launched yet. This article provides a detailed breakdown of Seedance 2.0 API's three-tier pricing structure, core…
Author's Note: Gemini 3.1 Flash-Lite Preview has launched with an impressive output speed of 380 tok/s and a super low cost of $0.25/M. This article provides an in-depth analysis of its 5 core advantages, benchmark data, competitor comparisons, and API integration methods. Google DeepMind officially released Gemini 3.1 Flash-Lite Preview on March 3, 2026—the fastest…
Author's Note: Google has officially announced that the Gemini 3 Pro preview will be shut down on March 9, 2026, requiring migration to Gemini 3.1 Pro. However, 3.1 Pro is currently plagued by frequent 503 errors and latencies as high as 104 seconds. This article analyzes the shutdown reasons, 3.1 Pro's stability issues, and developer…
Sora 2 and Wan2.6 are the two most talked-about AI video generation models in 2026. This article compares Sora 2 and Wan2.6 across six dimensions—text rendering, material simulation, character consistency, and more—to provide clear selection advice for e-commerce and anime content creation. Core Value: After reading this, you'll know exactly which model to choose for…
E-commerce product videos and anime content creation are the two fastest-growing areas for AI video generation demand in 2026. This article compares Sora 2 and Kling 3.0 across 6 key dimensions to help you choose the right model for these two scenarios. Core Value: After reading this article, you'll know whether to choose Sora 2…
Author's Note: I generated a fantastic video with Sora 2, but the Chinese text in the frame came out crooked and garbled—it's a shame to throw it away, but sending it out isn't professional either. This is one of the most frustrating problems Sora 2 users face today. This article explores 5 practical solutions to…
Author's Note: Latest assessment from March 2026, comparing 10 lightweight Large Language Models suitable for translation scenarios across three dimensions—speed, translation quality, and cost. Models include Gemini 3 Flash, Claude Haiku 4.5, DeepSeek V3.2, GPT-5 Nano, and more. {Translation scenario LLM API TOP 10} Using Large Language Models for translation has become the mainstream approach…
If you're seeing the error message "Unable to generate — Hmmm something didn't look right with your request" when using Sora 2, don't panic! Even Plus and Pro members run into this. This article breaks down 7 common reasons why Sora 2 might fail to generate videos and offers solutions. Core Value: Pinpoint your Sora…
OpenAI has officially confirmed that Sora 1 will be deprecated in the US on March 13, 2026, with Sora 2 becoming the sole Sora experience. This article quickly breaks down the impact of this change on developers and creators, along with a complete guide to integrating the Sora 2 video generation API. Core Value: In…
When generating images with Nano Banana, many developers encounter a frustrating problem: the images look great, but the text on them is either misspelled, blurry, or completely garbled. The good news is that Google's official documentation actually provides a key tip: first have the model generate the text content, and then request an image containing…
