SGLang alternatives
Short answer
We track 7 self-hosted alternatives to SGLang: Ollama, llama.cpp, vLLM, LocalAI, TextGen (text-generation-webui), Xinference and GPUStack.
Ollama (same category): no GPU server needed and larger community (185k vs 38.3k GitHub stars).
llama.cpp (same category): no GPU server needed and larger community (133k vs 38.3k GitHub stars).
vLLM (same category): larger community (95.9k vs 38.3k GitHub stars).
Last updated · how we rank · sources
SGLang alternatives compared
| # | App | Advantages over SGLang | Est. server cost | Official hardware | License | Stars | Last commit | Compare |
|---|---|---|---|---|---|---|---|---|
| — | SGLang (this app) | Active | GPU server (not estimated) | not published | Apache-2.0 | 38.3k | Oct 31, 2026 | — |
| 1 | Ollama Same category | no GPU server needed; larger community (185k vs 38.3k GitHub stars) Trade-off: SGLang has simpler deploy (one container vs a multi-container stack) | not estimated (no official RAM figure) | not published | MIT | 185k | Oct 30, 2026 | SGLang vs Ollama |
| 2 | llama.cpp Same category | no GPU server needed; larger community (133k vs 38.3k GitHub stars) Trade-off: SGLang has simpler deploy (one container vs a multi-container stack) | not estimated (no official RAM figure) | not published | MIT | 133k | Oct 31, 2026 | SGLang vs llama.cpp |
| 3 | vLLM Same category | larger community (95.9k vs 38.3k GitHub stars) | GPU server (not estimated) | not published | Apache-2.0 | 95.9k | Oct 31, 2026 | SGLang vs vLLM |
| 4 | LocalAI Same category | no GPU server needed | not estimated (no official RAM figure) | not published | MIT | 50.1k | Oct 30, 2026 | SGLang vs LocalAI |
| 5 | TextGen (text-generation-webui) Same category | no GPU server needed Trade-off: SGLang has fewer license conditions (Permissive vs Network copyleft (AGPL)); simpler deploy (one container vs a multi-container stack) | not estimated (no official RAM figure) | not published | AGPL-3.0 | 47.7k | Aug 17, 2026 | SGLang vs TextGen (text-generation-webui) |
| 6 | Xinference Same category | no GPU server needed Trade-off: SGLang has larger community (38.3k vs 9.6k GitHub stars) | not estimated (no official RAM figure) | not published | Apache-2.0 | 9.6k | Oct 31, 2026 | SGLang vs Xinference |
| 7 | GPUStack Same category | None in our data (differs in features) Trade-off: SGLang has larger community (38.3k vs 5.9k GitHub stars) | GPU server (not estimated) | not published | Apache-2.0 | 5.9k | Oct 30, 2026 | SGLang vs GPUStack |
Ranked by the number of objective advantages each alternative has over the app (cheaper estimated server cost, lighter official RAM figure, no GPU needed, fewer license conditions, better maintenance status, at least 1.5× the GitHub stars, simpler deploy). Ties: same-category apps first, then more GitHub stars. License order used: Permissive (MIT/Apache) → Open core → Copyleft (GPL) or Custom conditions → Network copyleft (AGPL) → Source-available. Archived projects are not listed as alternatives.
What each alternative is
- Ollama (Local model runtimes): The simplest way to download and run open-weight LLMs locally behind an API.
- llama.cpp (Local model runtimes): Lightweight C/C++ engine that runs quantized open models on CPU or GPU, with an OpenAI-compatible server.
- vLLM (Local model runtimes): High-throughput LLM inference server for GPUs with an OpenAI-compatible API.
- LocalAI (Local model runtimes): OpenAI-compatible API for LLMs, vision, voice and images on any hardware.
- TextGen (text-generation-webui) (Local model runtimes): Local LLM app (formerly text-generation-webui) with a browser UI, OpenAI/Anthropic-compatible API and LoRA training.
- Xinference (Local model runtimes): Model-serving platform for LLM, embedding, rerank, speech and image models behind one OpenAI-compatible API.
- GPUStack (Local model runtimes): GPU cluster manager that deploys vLLM, SGLang and other engines behind an OpenAI-compatible API.
SGLang alternatives: FAQ
What is the best self-hosted alternative to SGLang?
By our objective ranking: 1. Ollama (no GPU server needed; larger community (185k vs 38.3k GitHub stars)) 2. llama.cpp (no GPU server needed; larger community (133k vs 38.3k GitHub stars)) 3. vLLM (larger community (95.9k vs 38.3k GitHub stars)). "Best" depends on the features you need; the ranking only counts cost, hardware, license, maintenance, community size and deploy complexity.
Is there a cheaper alternative to SGLang?
Not by our estimate. SGLang: GPU server (not estimated). Alternatives: Ollama (not estimated (no official RAM figure)), llama.cpp (not estimated (no official RAM figure)), vLLM (GPU server (not estimated)), LocalAI (not estimated (no official RAM figure)), TextGen (text-generation-webui) (not estimated (no official RAM figure)), Xinference (not estimated (no official RAM figure)), GPUStack (GPU server (not estimated)).
Which SGLang alternative has the most permissive license?
None has fewer conditions than SGLang (Apache-2.0 (Permissive)). Alternatives: Ollama: MIT (Permissive); llama.cpp: MIT (Permissive); vLLM: Apache-2.0 (Permissive); LocalAI: MIT (Permissive); TextGen (text-generation-webui): AGPL-3.0 (Network copyleft (AGPL)); Xinference: Apache-2.0 (Permissive); GPUStack: Apache-2.0 (Permissive). Not legal advice.
Which SGLang alternative needs the least hardware?
Ollama: not published; llama.cpp: not published; LocalAI: not published; TextGen (text-generation-webui): not published; Xinference: not published. SGLang: not published.
Related
Sources
- SGLang GitHub repository: github.com/sgl-project/sglang
- SGLang documentation, SGLang deploy instructions: docs.sglang.io/docs/get-started/install
- SGLang license: github.com/sgl-project/sglang/blob/main/LICENSE
- SGLang hardware requirements: github.com/sgl-project/sglang#supported-hardware
- Ollama GitHub repository: github.com/ollama/ollama
- llama.cpp GitHub repository: github.com/ggml-org/llama.cpp
- vLLM GitHub repository: github.com/vllm-project/vllm
- LocalAI GitHub repository: github.com/mudler/LocalAI
- TextGen (text-generation-webui) GitHub repository: github.com/oobabooga/textgen
- Xinference GitHub repository: github.com/xorbitsai/inference
- GPUStack GitHub repository: github.com/gpustack/gpustack
- Hetzner Cloud pricing used for cost estimates (read 2026-10-25): www.hetzner.com/cloud/regular-performance
- GitHub stars and commits: GitHub REST API, refreshed daily