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
| AI | Pricing | Combos on the map | Connected tools | Free | Cheapest monthly | Korean |
|---|---|---|---|---|---|---|
| SGLang | Free + paid | 0 | 6 | — | — | No |
| llama.cpp | Free + paid | 0 | 6 | — | — | — |
| ONNX Runtime | Free + paid | 0 | 6 | — | — | No |
| Sol Engine | Free + paid | 0 | 6 | — | — | No |
| TensorRT | Free + paid | 0 | 6 | No | — | 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)
- https://www.sglang.io/
- https://docs.sglang.io/
- https://github.com/sgl-project/sglang
- https://www.sglang.io/pricing
Checked on the official pages on 2026-10-14. Prices and features can change, so check the official site again before paying.