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AI Platforms & Developer Tools

Foundation models, multi-model platforms, coding assistants and the tooling to evaluate and operate AI.

Up to five options per category, in alphabetical order: the order means nothing and nothing here is a ranking, a recommendation or an endorsement. We earn nothing from any vendor. For wider market coverage, see analyst reports such as Gartner Magic Quadrants and Forrester Waves, and test any tool against your own needs.

Foundation model platforms

The companies and projects that build the large language models other tools run on.

NameWhat it isType
AnthropicMaker of the Claude models.Paid
Google Gemini and Vertex AIGoogle's Gemini models and AI platform on Google Cloud.Paid
Meta LlamaOpen-weight language models from Meta.Open source
Mistral AIOpen-weight and commercial language models.Open source
OpenAIMaker of the GPT models and ChatGPT.Paid

Multi-model platforms and AI routers

One place to reach many models, with a single API, access control and cost tracking.

NameWhat it isType
AWS BedrockAmazon's managed service for many foundation models.Paid
Azure AI FoundryMicrosoft's platform for building and running AI applications.Paid
LiteLLMOpen-source gateway with one interface for many models.Open source
OpenRouterOne API for models from many providers.Paid
PortkeyAI gateway with an open-source core.Open source

AI coding assistants

Write, explain and review code inside the editor or the terminal.

NameWhat it isType
Claude CodeAnthropic's coding agent for the terminal and editor.Paid
ClineOpen-source coding agent for VS Code.Open source
ContinueOpen-source AI coding assistant for popular editors.Open source
CursorCode editor built around AI assistance.Paid
GitHub CopilotGitHub's AI coding assistant.Paid

LLMOps, evaluation and CI/CD for AI

Track experiments, test prompts and models, and run those checks in the build pipeline.

NameWhat it isType
BraintrustEvaluation and observability for AI applications.Paid
LangSmithTracing and evaluation for LLM applications.Paid
MLflowOpen-source platform for the machine learning lifecycle.Open source
promptfooOpen-source prompt and model evaluation that runs in CI.Open source
Weights & BiasesExperiment tracking and model evaluation.Paid