Shipvane · 4 AE roles
Marco E. · joined Cargolio
Fleetora · first roles in DEmodel serving gateways, ranked by real usage_
As of 4 November 2026, Hugging Face leads model serving gateways with 1,207 companies naming it in job postings, ahead of vLLM at 811.
As of 4 November 2026 · refreshed daily · counts move as websites, DNS and career sites are re-read.
- Leader
- Hugging Face · 1,207
- Runner-up
- vLLM · 811
- Most hiring, 90 days
- Hugging Face
- Highest postings per company
- OpenRouter
- Catalogue
- T-1.0.1-prov
Every model serving gateway we can measure
Companies naming the tool, and postings naming it in the last 90 days. Bars are relative to the leader.
| # | Tool | Companies | companies | Postings, 90 days | postings | per company |
|---|---|---|---|---|---|---|
| 1 | Hugging FaceHugging Face | 1,207 | 3,400 | 2.8 | ||
| 2 | vLLMvLLM Project | 811 | 2,631 | 3.2 | ||
| 3 | TensorRTNVIDIA | 540 | 1,150 | 2.1 | ||
| 4 | SGLangSGLang | 248 | 877 | 3.5 | ||
| 5 | OllamaOllama | 212 | 409 | 1.9 | ||
| 6 | TensorRT-LLMNVIDIA | 208 | 764 | 3.7 | ||
| 7 | LiteLLMBerriAI | 201 | 431 | 2.1 | ||
| 8 | ONNX RuntimeMicrosoft | 195 | 428 | 2.2 | ||
| 9 | Triton Inference ServerNVIDIA | 154 | 353 | 2.3 | ||
| 10 | Text Generation InferenceHugging Face | 148 | 365 | 2.5 | ||
| 11 | llama.cppggml | 94 | 258 | 2.7 | ||
| 12 | KServeKServe | 88 | 193 | 2.2 | ||
| 13 | Ray ServeAnyscale | 68 | 98 | 1.4 | ||
| 14 | TorchServePyTorch | 67 | 92 | 1.4 | ||
| 15 | NVIDIA NIMNVIDIA | 63 | 275 | 4.4 | ||
| 16 | OpenVINOIntel | 63 | 149 | 2.4 | ||
| 17 | GPTQGPTQ authors | 47 | 140 | 3.0 | ||
| 18 | OpenRouterOpenRouter | 46 | 590 | 12.8 | ||
| 19 | BentoMLBentoML | 36 | 51 | 1.4 | ||
| 20 | GGUFggml | 35 | 32 | 0.9 | ||
| 21 | ExecuTorchMeta | 26 | 77 | 3.0 | ||
| 22 | NVIDIA DynamoNVIDIA | 25 | 104 | 4.2 |
Compare two tools
Same data, two columns: who chooses which by size, industry and country.
Quote the sentence with the date and the link. The numbers change daily; the link always shows the current ones.
Hugging Face leads model serving gateways with 1,207 companies naming it in job postings, ahead of vLLM at 811. (Breaknorm, 4 November 2026, https://breaknorm.co/tools/category/model-serving-gateways)
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 →
- CatalogueBreaknorm technology catalogue T-1.0.1-prov: 6,296 tools with vendor and category, editions folded into their parent.
- CompaniesCompanies whose own postings name the tool as the team's system, any confidence. Candidate wish-lists excluded.
- 90-day postingsOpen postings first seen or posted in the last 90 days that name the tool.
- Not countedTools used by teams that do not post jobs, and companies without a career site we can read.
model serving gateways: questions
How is this ranking made?
By the number of companies whose own job postings name the tool as the team's system, from the Breaknorm technology catalogue (version T-1.0.1-prov). No vendor paid for a position and no editor chose the order.
Why is this different from review-site rankings?
Review sites rank by reviews collected. This ranks by companies hiring people to work in the tool, which is closer to seats in use. It under-counts tools used by teams that rarely post jobs.
What about product editions?
Editions and sub-products () are counted under the parent so no company is counted twice.
Can I get the companies behind a number?
Yes: click a tool, see the first 20, and sign up for the full list with verified e-mails. Counting is free.
Get the companies your way
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