ScaleServe

Try the world's fastest Long Context LLM API
in a serverless way

ScaleServe

Try the world's fastest
Long Context LLM API
in a serverless way

ScaleServe

Try the world's fastest
Long Context LLM API
in a serverless way

Lightning-fast API
for long-context LLMs at scale

Speed Comparison

DeepAuto.ai delivers up to 2.4× faster API performance than SGLang when processing 1 million-token prompts, enabling significantly more efficient long-context LLM deployments

Setting a new standard for long-context LLM efficiency.

Efficient context serving

Practical 1M+ Token Context Serving

Powered by HiPAttention, our proprietary sparse attention framework, along with KV cache offloading, enabling efficient million-token context serving.

Powered by HiPAttention, our proprietary sparse attention framework, along with KV cache offloading, enabling efficient million-token context serving.

Faster infrerence

Lower memory usage

Reduced cost

Any Model

Extend Any Model
No Rewrites or Retraining

Seamlessly integrates with any open-source LLM including Llama, DeepSeek, Qwen, and Gemma. No matter the original context length. No model modifications. No retraining. Simply connect via API and handle million-token inputs effortlessly, with no chunking or custom logic required.

Seamlessly integrates with any open-source LLM including Llama, DeepSeek, Qwen, and Gemma. No matter the original context length. No model modifications. No retraining. Simply connect via API and handle million-token inputs effortlessly, with no chunking or custom logic required.

No length limitation

No model modifications

No retraining

Effortless efficiency

Fully Serverless, Scalable, and Cost-Efficient

Fully Serverless, Scalable,
and Cost-Efficient

With no infrastructure to manage, there’s no need to worry about GPU setup or scaling complexities.
ScaleServe handles autoscaling, delivers fast cold starts, ensures multi-tenant isolation, and supports private deployments. You only pay for what you use.

With no infrastructure to manage, there’s no need to worry about GPU setup or scaling complexities.
ScaleServe handles autoscaling, delivers fast cold starts, ensures multi-tenant isolation, and supports private deployments. You only pay for what you use.