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DeepInfra

Freemium
gpuserverlessaimachine learninginferenceapillmstable diffusiondeveloper toolspaas

DeepInfra is a highly efficient and developer-friendly platform for running AI inference, offering a compelling blend of speed, simplicity, and cost savings for developers.


Serverless GPU platform for running and scaling AI models with pay-per-second pricing and fast cold starts.

DeepInfra provides a serverless platform for deploying and running AI models on high-performance GPUs. It is designed for developers and businesses who need to run inference for large language models (LLMs), image generation models, and other machine learning applications without the complexity of managing their own infrastructure. The platform offers a simple REST API, automatically scales to meet demand, and features extremely fast cold start times, often in under two seconds. With a pay-per-second billing model, users only pay for the actual compute time they use, making it a cost-effective solution for both startups and large-scale applications.

Pros

  • Highly cost-effective pay-as-you-go model
  • Industry-leading cold start times improve user experience
  • Greatly simplifies infrastructure management for developers
  • Large, curated library of optimized models ready to use
  • Generous free credits for getting started and testing

Cons

  • Primarily focused on inference, not model training
  • Usage-based pricing can be unpredictable for highly variable workloads
  • Less infrastructure-level customization than major cloud providers (AWS, GCP)

Key features

  • Serverless deployment for AI models
  • Pay-per-second billing for GPU usage
  • Ultra-fast cold starts (under 2 seconds)
  • Simple REST API for model inference
  • Automatic scaling from zero to handle any traffic
  • Support for a wide range of open-source models
  • Deploy custom models via a Docker container
  • Access to high-end GPUs like NVIDIA A100 and H100

Integrations

REST APIPython ClientJavaScript/TypeScript ClientLangChainLlamaIndex

Target audience

AI/ML developers and companies needing scalable, cost-effective GPU inference.


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Key Metrics

Founded

2021

Headquarters

Seattle, USA

Pricing Tiers

Pay-as-you-go

Usage-based


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