Best AI Ai Infrastructure Tools
Compare 59 AI tools for ai infrastructure. Find the perfect tool with features, pricing, and honest reviews.
NVIDIA NIM
AI inference microservices by NVIDIA
Paid
Fireworks Serverless
Serverless inference for AI models
Paid
Together Inference
Fast inference for open models
Paid
Replicate Deployments
Run open-source machine learning models with a cloud API
Paid
Fal.ai
Fast inference APIs for generative AI
Paid
Arize Phoenix
Open-source AI observability platform
Freemium
Groq
Ultra-fast AI inference platform
Freemium
Braintrust
Ship quality agents at scale. Braintrust is the AI observability platform for tracing production, running evals, and catching regressions before they reach users.
Freemium
Portkey
Democratize and productionize Gen AI across your entire org with Portkey
Freemium
Replicate Train
Run open-source machine learning models with a cloud API
Paid
Predibase
Rubrik delivers the enterprise control layer for AI agents. Monitor agent actions, govern agent behavior, and rewind agent mistakes with confidence with an end-to-end agent operations platform.
Paid
Lambda Labs Cloud
Train and scale AI on NVIDIA VR200 NVL 72, GB300 NVL 72, B300, B200, H200, H100, and and more GPUs. Launch on-demand instances or reserve a cluster. Get started.
Paid
RunPod Serverless GPU
Instant GPUs for AI workloads
Paid
OpenRouter AI
The unified interface for LLMs. Find the best models & prices for your prompts
Paid
Together Inference API
Run open LLMs via API
Paid
GroqCloud
Groq is the premier neocloud for fast inference. One fully integrated platform for infrastructure, inference, and control. Millions of developers run trillions of tokens on Groq every week.
Freemium
Cohere Command
Enterprise LLM API
Paid
Google Vertex AI
Gemini Enterprise Agent Platform (formerly Vertex AI) is a comprehensive platform for developers to build, scale, govern and optimize agents.
Paid
Azure AI Studio
Build AI apps on Azure
Paid
IBM watsonx AI
IBM watsonx is a portfolio of AI products that accelerates the impact of generative AI in core workflows to drive productivity.
Paid
OpenAI Playground
Test GPT models easily
Paid
Replicate Playground
Discover and share machine learning models that you can run in the cloud using Replicate.
Paid
Hugging Face Inference API
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Freemium
Hugging Face Spaces
Discover amazing ML apps made by the community
Freemium
RunPod
Cloud GPUs for AI workloads
Paid
OpenAI
Creators of ChatGPT and GPT models
Paid
Anthropic
Safety-focused frontier AI
Paid
Mistral AI
Open-weight frontier AI models
Freemium
Replicate
Run open-source machine learning models with a cloud API
Paid
Hugging Face
Hub for AI models and datasets
Freemium
Scale AI
Scale delivers proven data, evaluations, and outcomes to AI labs, governments, and the Fortune 500.
Paid
Google Cloud AI
Scalable AI tools from Google Cloud
Paid
MCP Servers
Context infrastructure for AI agents
Paid
Smolagents
Lightweight AI agents by Hugging Face
Paid
Mastra
Modern TypeScript AI agent framework
Paid
NVIDIA AI Workbench
AI development workspace by NVIDIA
Free
Cerebrium
Serverless infrastructure for AI apps
Paid
Lambda Cloud
GPU cloud for AI workloads
Paid
BentoML
Model serving and deployment platform
Freemium
Ray Serve
Scalable model serving framework
Free
Invariant Labs
Security testing for AI agents
Paid
NeMo Guardrails
Guardrails framework by NVIDIA
Free
Galileo AI Eval
AI evaluation and observability platform
Paid
OpenTelemetry AI
Observability standard for modern apps
Free
Weights & Biases Launch
ML job orchestration and automation
Paid
Hyperbrowser
Web automation infrastructure for AI agents
Paid
Turbopuffer
vector and full-text search built on object storage: fast, 10x cheaper, and extremely scalable
Paid
Superduper
Build AI apps on databases
Paid