vLLM alternatives
As of 4 November 2026, 21 model serving gateways are named by companies instead of vLLM: Hugging Face by 1,207 companies, TensorRT by 540, SGLang by 248.
As of 4 November 2026 · refreshed daily · counts move as websites, DNS and career sites are re-read.
- vLLM, companies in postings
- 811
- Most used alternative
- Hugging Face · 1,207
- Fastest hiring, 90 days
- Hugging Face
- Alternatives ranked
- 21
- Catalogue
- T-1.0.1-prov
model serving gateways companies choose instead of vLLM
Companies naming each tool in their own postings, and postings in the last 90 days. Bars are relative to the category leader.
| # | Alternative | Companies | companies | vs vLLM | postings, 90 d | Compare |
|---|---|---|---|---|---|---|
| 1 | Hugging FaceHugging Face | 1,207 | 149% | 3,400 | vLLM vs Hugging Face → | |
| 2 | TensorRTNVIDIA | 540 | 67% | 1,150 | vLLM vs TensorRT → | |
| 3 | SGLangSGLang | 248 | 31% | 877 | vLLM vs SGLang → | |
| 4 | OllamaOllama | 212 | 26% | 409 | vLLM vs Ollama → | |
| 5 | TensorRT-LLMNVIDIA | 208 | 26% | 764 | vLLM vs TensorRT-LLM → | |
| 6 | LiteLLMBerriAI | 201 | 25% | 431 | vLLM vs LiteLLM → | |
| 7 | ONNX RuntimeMicrosoft | 195 | 24% | 428 | vLLM vs ONNX Runtime → | |
| 8 | Triton Inference ServerNVIDIA | 154 | 19% | 353 | vLLM vs Triton Inference Server → | |
| 9 | Text Generation InferenceHugging Face | 148 | 18% | 365 | vLLM vs Text Generation Inference → | |
| 10 | llama.cppggml | 94 | 12% | 258 | soon | |
| 11 | KServeKServe | 88 | 11% | 193 | soon | |
| 12 | Ray ServeAnyscale | 68 | 8% | 98 | soon | |
| 13 | TorchServePyTorch | 67 | 8% | 92 | soon | |
| 14 | NVIDIA NIMNVIDIA | 63 | 8% | 275 | soon | |
| 15 | OpenVINOIntel | 63 | 8% | 149 | soon | |
| 16 | GPTQGPTQ authors | 47 | 6% | 140 | soon | |
| 17 | OpenRouterOpenRouter | 46 | 6% | 590 | soon | |
| 18 | BentoMLBentoML | 36 | 4% | 51 | soon | |
| 19 | GGUFggml | 35 | 4% | 32 | soon | |
| 20 | ExecuTorchMeta | 26 | 3% | 77 | soon | |
| 21 | NVIDIA DynamoNVIDIA | 25 | 3% | 104 | soon |
Filter on any of them, or on vLLM users who also name an alternative, and open the person who owns the stack.
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21 model serving gateways are named by companies instead of vLLM: Hugging Face by 1,207 companies, TensorRT by 540, SGLang by 248, measured from their own job postings. (Breaknorm, 4 November 2026, https://breaknorm.co/tools/vllm/alternatives)
Read from the source, not self-reported
Every number on this page can be traced to a page we crawled or a posting we read. Full methodology →
- RankingCompanies whose own postings name the tool as the team's system, from the Breaknorm technology catalogue T-1.0.1-prov. Editions are folded into their parent product.
- 90-day postingsOpen postings first seen or posted in the last 90 days that name the tool.
- Not includedRatings, prices, feature claims, sponsored positions.
vLLM alternatives: questions
What is the most used alternative to vLLM?
Hugging Face: 1,207 companies name it in their own job postings, against 811 for vLLM.
How is this list ranked?
By the number of companies whose own postings name the tool as the team's system (Breaknorm technology catalogue T-1.0.1-prov), then by postings in the last 90 days. No ratings, no vendor input, no sponsored positions.
Does this say which is better?
No. It says who uses what, by company size, industry and country, so you can see which tools companies like yours choose. For features and prices, read the vendors.
Can I get the companies on any of these?
Yes: click the tool, see the first 20 companies, and sign up for the full list with verified e-mails. Counting is free.
Get these companies your way
The same data as a search, over MCP and the API, as bulk files, or pushed to you as it changes.
Every company on vLLM
or on what replaces it
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