Alternatives to BentoML

10 alternatives

  1. 1Machine Learning Platforms

    Polyaxon

    Machine Learning Platforms

    Machine learning platform for managing model training, experimentation, and deployment at scale on Kubernetes.

    Free planFree trialTiered plansData LineageExperiment Tracking
  2. 2Machine Learning Platforms, MLOps

    TensorFlow

    Machine Learning Platforms

    Open-source ML framework by Google for building and deploying deep learning and traditional ML models.

    Free planMLOpsAI Model Serving
  3. 3Machine Learning Platforms

    Mystic AI

    Machine Learning Platforms

    Serverless AI inference platform making it easy to deploy and scale machine learning models as API endpoints.

    PriceUsage-based

  4. 4Machine Learning Platforms

    AI Fairness 360

    Machine Learning Platforms

    IBM open-source toolkit for examining, reporting, and mitigating discrimination in machine learning models.

    Bias detection and quantificationBias mitigation algorithmsMulti language support
  5. 5Machine Learning Platforms, Machine Learning APIs

    OpenML

    Machine Learning Platforms

    Open platform for sharing machine learning experiments, datasets, and models for reproducible research.

    Dataset management and sharingMachine learning pipeline sharingMulti language API support
  6. 6Machine Learning Platforms

    Cortex Labs

    AI/ML Infrastructure

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

    Free planCloud InfrastructureCI/CD
  7. 7Machine Learning Platforms

    MLflow

    Machine Learning Platforms

    Open-source platform for managing the ML lifecycle including experimentation, reproducibility, and model deployment.

    Experiment trackingPrompt managementAI gateway
  8. 8Machine Learning Platforms, Machine Learning APIs

    Nyckel

    Machine Learning Platforms

    Developer platform for training and deploying custom machine learning models with simple APIs.

    Free planFree trialSOC 2HIPAAUsage-basedMachine Learning APIs

    Price$500+ / month

  9. 9Machine Learning Platforms

    Seldon

    Machine Learning Platforms

    ML deployment platform for serving, monitoring, and explaining machine learning models in production on Kubernetes.

    Kubernetes native ml model deployment and orchestrationReal time data pipeline orchestration with kafka
  10. 10Machine Learning Platforms, Cloud Hosting

    Baseten

    AI Infrastructure

    Baseten provides GPU infrastructure for deploying machine learning models as production APIs, with support for open-source models, custom models, and automatic scaling.

    Free planFree trialSOC 2HIPAAUsage-basedMachine Learning APIs