Tools · model serving gateways · Alternatives

Hugging Face alternatives_

As of 4 November 2026, 21 model serving gateways are named by companies instead of Hugging Face: vLLM by 811 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.

Hugging Face, companies in postings
1,207
Most used alternative
vLLM · 811
Fastest hiring, 90 days
vLLM
Alternatives ranked
21
Catalogue
T-1.0.1-prov
01 — Ranked by evidence

model serving gateways companies choose instead of Hugging Face

Companies naming each tool in their own postings, and postings in the last 90 days. Bars are relative to the category leader.

#AlternativeCompaniescompaniesvs Hugging Facepostings, 90 dCompare
1
vLLMvLLM Project
81167%2,631Hugging Face vs vLLM →
2
TensorRTNVIDIA
54045%1,150Hugging Face vs TensorRT →
3
SGLangSGLang
24821%877Hugging Face vs SGLang →
4
OllamaOllama
21218%409Hugging Face vs Ollama →
5
20817%764Hugging Face vs TensorRT-LLM →
6
LiteLLMBerriAI
20117%431Hugging Face vs LiteLLM →
7
ONNX RuntimeMicrosoft
19516%428Hugging Face vs ONNX Runtime →
8
15413%353Hugging Face vs Triton Inference Server →
9
14812%365Hugging Face vs Text Generation Inference →
10
948%258soon
11
KServeKServe
887%193soon
12
Ray ServeAnyscale
686%98soon
13
TorchServePyTorch
676%92soon
14
635%275soon
15
635%149soon
16
GPTQGPTQ authors
474%140soon
17
OpenRouterOpenRouter
464%590soon
18
BentoMLBentoML
363%51soon
19
GGUFggml
353%32soon
20
ExecuTorchMeta
262%77soon
21
NVIDIA DynamoNVIDIA
252%104soon
4,582 companies name a model serving gateway in their postings.

Filter on any of them, or on Hugging Face 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 Hugging Face: vLLM by 811 companies, TensorRT by 540, SGLang by 248, measured from their own job postings. (Breaknorm, 4 November 2026, https://breaknorm.co/tools/hugging-face/alternatives)
How we know

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.
FAQ

Hugging Face alternatives: questions

What is the most used alternative to Hugging Face?

vLLM: 811 companies name it in their own job postings, against 1,207 for Hugging Face.

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.

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