Atlas Cloud bundles 300-plus video and LLM models into one API
Atlas Cloud, an AI inference platform, is providing access to a suite of multimodal AI models, including video generation models like Alibaba's HappyHorse 1.0, ByteDance's Seedance 2.0, and Kuaishou's Kling. The platform offers a unified API for over 300 models across video, image, and language, with OpenAI-compatible API endpoints for integration.
Key Takeaways
- Atlas Cloud says its platform covers 300+ models across text, image, video, and audio.
- The API is OpenAI-compatible, with claims that existing OpenAI SDK users only need to swap the base URL and API key.
- Video models listed on the site include Happy Horse 1.0 from Alibaba, Seedance 2.0 from ByteDance, and Kling from Kuaishou.
- Seedance 2.0 text-to-video is listed at $0.112/SEC, with a fast tier at $0.09/SEC; Happy Horse 1.0 is listed at $0.14/SEC.
- Atlas Cloud says it supports streaming, batch, and structured output, plus native MCP and Skill integration.
Why It Matters
Atlas Cloud is trying to reduce the integration overhead of working across multiple media AI vendors by putting video, image, and LLM access behind one API. For streaming and video teams, the practical value is simpler model switching and faster access to new releases like Seedance 2.0 or Happy Horse 1.0 without rebuilding pipelines. The broader signal is that model access is becoming a platform layer, not just a point-solution business. What to watch next is which of the listed models gain real usage on the pricing pages and whether the OpenAI-compatible path is enough to pull existing workflows over.
Read full article at atlascloud.ai
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