Build on a hosted model API
Call hosted language models from an application, billed per token, without running the models yourself. 118 products across 99 companies in the Ludbee catalogue carry this task — spanning every layer of the stack that exists here, not one of its own: 28 Application, 33 Infrastructure, 34 Foundation Models, 4 Hardware.
Filter the whole directory by this job to sort and compare these products.
Where these run
- SaaS
- 110 of 117 products that record it
- Self-hosted
- 19 of 117 products that record it
- Private cloud
- 11 of 117 products that record it
- Hybrid
- 5 of 117 products that record it
- Air-gapped
- 3 of 117 products that record it
1 of 118 products carry no recorded deployment yet, and one product can run more than one way — the counts above are of records, not of products.
What this page does not claim
This list carries no score and no recommendation, and one order only: inside each layer, a company whose product for this task is marked AI feature — sold for another job, with AI as one function its own page names — comes after the rest, A–Z within each. The standing rule that applies to the whole directory applies here too: no payment changes a figure, a ranking or the order of any list, this one included. Nor can it yet say what governs any of these products once deployed — what data they can reach, what they are certified against, whether a vendor trains on what you send it. That field is defined in the ontology and is populated on none of the 3,888 products in the catalogue yet, so a page that leaned on it would be promising an answer the data cannot back. It will say so here the day that changes.
The companies
Application (28)
- Amazon — Amazon Bedrock
- Blackbox AI — Blackbox Router
- Dataiku — Dataiku LLM Guard Services, Dataiku LLM Mesh
- DeepL — DeepL API, DeepL Translator
- ElevenLabs — ElevenAPI
- Fin — Fin API Platform
- Gamma — Gamma API
- H Company — Holo Models API
- Higgsfield — Higgsfield API
- Inception42 — Jais
- Inworld AI — Inworld Inference, Realtime Router
- Kilo Code — Kilo Gateway
- Linagora — Lucie-7B
- Microsoft — Azure OpenAI in Foundry Models, Foundry Models
- Murf AI — Murf API
- OpenCode — OpenCode Go, OpenCode Zen
- Oracle — Generative AI Capabilities
- Perplexity — Agent API, Decisions API, Perplexity Embeddings API, Perplexity Orchestrator API, Perplexity Search API
- Quora — Poe API
- Runway — Runway API
- Salesforce — Heroku Managed Inference and Agents
- Unbabel — Widn.ai
- Venice — Venice
- Vercel — Vercel AI Gateway
- Xiao-i — Hua Zang LLM Open Platform
- Yandex — Yandex Translate
- You.com — You.com ARI, You.com Web Search API
- Zoom — Zoom Translator API
Infrastructure (33)
- AI SpendOps — AI SpendOps
- AssemblyAI — AssemblyAI LLM Gateway
- Baseten — Baseten Model APIs
- Browserbase — Browserbase Model Gateway
- Core42 — Core42 Compass
- Databricks — Databricks Model Serving, Unity Gateway
- Datadog — AI Gateway
- Eden AI — Eden AI
- Elastic — Elastic Inference Service
- Fal — fal
- Fireworks AI — Fireworks AI, Fireworks Nexus
- Helicone — Helicone AI Gateway
- Huawei Cloud — MaaS
- Hugging Face — Inference Providers
- Lambda — Lambda Inference
- LiteLLM — AI Gateway (LiteLLM Proxy)
- Mastra — Mastra Gateway
- Maxim AI — Bifrost
- Modular — Modular Cloud
- NAVER Cloud — Papago Translation
- Nebius Group — Nebius Token Factory
- Not Diamond — Not Diamond
- Ollama — Ollama Cloud
- OpenRouter — OpenRouter
- Redis — Redis LangCache
- Requesty — Requesty AI Gateway
- Respan — Respan, Respan AI Gateway
- RunPod — Public Endpoints
- The Token Company — The Token Company LLM input compression
- Together AI — Together Inference
- Trimio — Trimio
- TrueFoundry — TrueFoundry AI Gateway
- Volcano Engine — BytePlus ModelArk
Foundation Models (34)
- 01.AI — Yi
- AI21 Labs — AI21 Intelligent Gateway, AI21 Studio
- Aleph Alpha — Pharia-1-LLM
- Alibaba — Alibaba Cloud Model Studio
- Alphabet (Google) — Cloud Translation, Gemini API
- Anthropic — Claude API
- Baichuan — Baichuan Open Platform
- Baidu — Baidu Qianfan
- Black Forest Labs — FLUX API
- Cohere — Cohere Platform
- Decart — Cogito, Decart API Platform
- DeepSeek — DeepSeek API Platform
- Humain — HUMAIN IQ
- Inception Labs — Mercury
- Kuaishou — Kling AI Developer API
- LG Corp — K-EXAONE 2.0
- Liquid AI — Liquid Console
- Meta Platforms — Meta Model API
- MiniMax — MiniMax Open Platform
- Mistral AI — Mistral Studio
- Moonshot AI — Kimi Open Platform
- Nous Research — Nous Portal
- OpenAI — OpenAI API
- Reflection — Reflection API
- Sakana AI — Sakana Fugu, Sakana Namazu
- Sarvam AI — Sarvam AI Platform
- SenseTime — SenseNova
- Stability AI — Stability AI Platform API
- StepFun — StepFun Open Platform
- Tencent — TokenHub
- TypeSafe AI — Jev
- Upstage — Solar LLMs
- xAI — xAI API
- Z.ai (Zhipu AI) — Z.ai Model API