AI / ML
77 providers in AI / ML. Browse them all below, or narrow by category.
The AI / ML domain covers the infrastructure and developer tools behind machine-learning and generative-AI applications: LLM and inference APIs, GPU cloud, ML platforms and model serving, AI coding assistants and agents, LLM observability, and data labeling. Because model line-ups and rates move quickly, re-check current pricing before committing.
Companies
Neutral ordering. Not a recommendation.
Aider
aider.chat
Aider is an open-source AI pair-programming agent that runs in the terminal, editing files in a local git repository through any of many model providers, including fully local models.
Amazon Q Developer
aws.amazon.com/q/developer
Amazon Q Developer is AWS's AI coding assistant, offering inline completion, chat, and agent capabilities with first-party integration into AWS services and consoles.
Amazon SageMaker
aws.amazon.com/sagemaker
Amazon SageMaker is AWS's full MLOps platform for building, training, and deploying machine-learning models, aimed at data-science and ML teams on AWS.
Anyscale
www.anyscale.com
Anyscale is a managed platform built on the open-source Ray framework for scaling AI and Python workloads, aimed at teams running distributed ML and AI applications.
Arize
arize.com
Arize is an AI observability company whose AX platform monitors, traces, and evaluates both traditional ML models and LLM applications.
Augment Code
www.augmentcode.com
Augment Code is an AI assistant and agent built around a context engine for large, established codebases, indexing the full repository so suggestions and agent edits respect existing patterns.
Azure Machine Learning
azure.microsoft.com/en-us/products/machine-learning
Azure Machine Learning is Microsoft's platform for building, training, and deploying machine-learning models, aimed at ML teams in the Azure ecosystem.
Baseten
www.baseten.co
Baseten is a platform for deploying and serving machine-learning models as scalable APIs, aimed at teams putting models into production.
BentoML
www.bentoml.com
BentoML is an open-source framework for packaging and serving machine-learning models as production APIs, with BentoCloud as the managed runtime.
Braintrust
www.braintrust.dev
Braintrust is an evaluation-first platform for teams shipping AI products, centered on systematic evals with datasets and scoring functions.
Cerebrium
www.cerebrium.ai
Cerebrium is a serverless GPU platform for deploying AI applications: containers scale up and down in seconds, and billing is per second for the GPU, CPU, and memory actually allocated while workloads run.
Chroma
www.trychroma.com
Chroma is an open-source embedding database designed for building AI applications with retrieval, popular for prototyping and retrieval-augmented generation.
Guided scenarios
Opinionated, ranked shortlists for common needs: the one place we score and rank providers by fit.
End-to-end ML platforms
ML platforms ranked by how completely they cover the workflow: managed training, model hosting, fine-tuning, and notebooks.
High-performance GPU compute
GPU clouds ranked by bare-metal, spot, and per-second flexibility: performance compute for training and inference.
Cheapest GPU cloud
GPU clouds ranked by price: the cheapest on-demand H100 / A100 compute for training and inference.