SGLang

Inference & Compute · Free + paid

Fast serving framework for LLMs and VLMs with structured generation support

At a glance

Made by
SGLang Team (LMSYS)
Korean
None (English and a few others only)
API
Yes
Available on
CLI, API
Open source
Apache 2.0
GitHub
37,110 stars · Apache-2.0

What is SGLang?

SGLang is an open-source inference framework for large language models, vision-language models, and diffusion models, optimized for agent tasks, large-scale serving, and RL rollouts. It aims for low-latency, high-throughput serving from a single GPU to distributed clusters. You install it with pip or Docker, start a server with a single command, and call it through an OpenAI-compatible endpoint. It is operated under LMSYS, a non-profit open-source organization, and states that it is used on more than 400,000 GPUs worldwide. The pricing page on the official site returned a 404 (not found).

  • Prefill/decode disaggregation, speculative decoding, various parallelism methods, zero-overhead scheduler
  • RadixAttention and prefix caching
  • OpenAI-compatible endpoint
  • Broad hardware support, including NVIDIA and AMD GPUs, TPU, Ascend NPU, Intel, and Apple Silicon
  • Supports a variety of open models such as DeepSeek, Qwen, and Llama
  • Built-in SGLang Diffusion (image and video generation)
  • Beam search support

Who uses SGLang and for what

  • Large-scale production LLM serving
  • Reinforcement learning (RL) rollouts and agent workloads

Pricing

Open source (free)

Apache 2.0 오픈소스 추론 프레임워크(pip·Docker로 직접 설치), 가격 페이지는 404로 유료 요금제 없음

공식 페이지 확인 2026-10-14(산출 규칙 2026-10-15)

AI tools similar to SGLang (alternatives)

SGLang vs. alternatives at a glance

AIPricingCombos on the mapConnected toolsFreeCheapest monthlyKorean
SGLangFree + paid06——No
llama.cppFree + paid06———
ONNX RuntimeFree + paid06——No
Sol EngineFree + paid06——No
TensorRTFree + paid06No—Yes

0 of these 5 tools have a free plan.

Combo and connection counts are based on the relationships recorded on AI Galaxy Map (2026-10-26); they are not a quality ranking.

SGLang on AI Galaxy Map

  • One of 43 AI tools in the Inference & Compute field.
  • Connected to 6 other tools — #6 in its field.

Frequently asked questions

Can I use SGLang for free?

Open source (free). Prices can change, so check the official site before paying.

What AI can I use instead of SGLang?

Tools that do the same job, such as llama.cpp, ONNX Runtime, Sol Engine, TensorRT, are connected to it on the map.

Can I use SGLang in Korean?

None (English and a few others only)

Sources (official pages)

Checked on the official pages on 2026-10-14. Prices and features can change, so check the official site again before paying.

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