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Alternatives to Cerebrium

10 alternatives

  1. 1AI/ML Infrastructure, Machine Learning Platforms

    Gradient

    AI/ML Infrastructure

    Cloud platform for building and deploying AI applications with managed GPU infrastructure and model serving.

    Cloud InfrastructureMachine Learning Platforms

    PriceUsage-based

  2. 2AI/ML Infrastructure, Machine Learning Platforms

    Cortex Labs

    AI/ML Infrastructure

    Open-source ML platform for deploying, serving, and scaling production models on AWS.

    Free planCloud InfrastructureCI/CD
  3. 3AI/ML Infrastructure, AI Infrastructure

    DeepInfra

    AI Infrastructure

    Serverless inference platform for running popular open-source AI models with per-token pricing and low latency.

    Free trialSOC 2ISO 27001Usage-basedGenerative AI PlatformsServerless Platforms
  4. 4Machine Learning Platforms, AI Infrastructure

    Inferless

    Machine Learning Platforms

    Serverless ML model deployment platform with fast scaling for custom inference at production scale.

    Serverless gpu inferenceMultiple gpu optionsDynamic batching

    PriceUsage-based

  5. 5AI/ML Infrastructure, AI Infrastructure

    TGI

    AI/ML Infrastructure

    Hugging Face text generation inference server optimized for serving large language models in production.

    Free planFree trialAPI DocumentationAI Infrastructure
  6. 6Serverless Platforms, Machine Learning Platforms

    Beam

    Serverless Platforms

    Serverless GPU cloud for deploying AI workloads with automatic scaling and persistent storage for model artifacts.

    Stateful sandboxes for AI agentsMemory snapshots and fast restorePython sdk and cli deployment
  7. 7AI/ML Infrastructure

    Pipeshift

    Cloud Hosting

    Pipeshift helps engineering teams run real-time AI inference in production with optimized runtimes for latency and throughput SLAs, plus infrastructure orchestration for auto-scaling across clusters.

    Free planCloud InfrastructurePerformance Engineering

    PriceUsage-based

  8. 8AI/ML Infrastructure, AI Infrastructure

    Pure Storage AI

    AI/ML Infrastructure

    Flash storage platform optimized for AI workloads with high-performance data access for GPU computing.

    Usage-basedAI InfrastructureGPU Model Training

    PriceUsage-based

  9. 9AI/ML Infrastructure, AI Infrastructure

    Voltage Park

    AI Infrastructure

    AI cloud provider offering large-scale NVIDIA H100 GPU clusters for training and fine-tuning foundation models at competitive prices.

    Managed kubernetes service for containerized AI workloadsAI native storage with vast integration
  10. 10AI/ML Infrastructure, Machine Learning Platforms

    Lightning AI

    AI/ML Infrastructure

    Platform for building and training deep learning models with PyTorch Lightning and distributed cloud compute.

    Distributed model training across gpu clustersCollaborative experiment tracking and reproducibilityLive pipeline updates and orchestration