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Home
AI
AI Infrastructure

What are the best AI Infrastructure Tools?

Amazon SageMaker, Azure Machine Learning, MLflow, Kubeflow, and Replicate are the most popular tools in the category “AI Infrastructure”.

1st
Amazon SageMaker

Amazon SageMaker

293 stacks

2nd
Azure Machine Learning

Azure Machine Learning

241 stacks

3rd
MLflow

MLflow

227 stacks

Top Reasons to Choose MLflow

  • •Code First
  • •Simplified Logging
4th
Kubeflow

Kubeflow

205 stacks

Top Reasons to Choose Kubeflow

  • •System designer
  • •Customisation
  • •Kfp dsl
5th
Replicate

Replicate

53 stacks

6th
Google AI Platform

Google AI Platform

49 stacks

7th
Amazon Elastic Inference

Amazon Elastic Inference

45 stacks

8th
Amazon Personalize

Amazon Personalize

20 stacks

9th
Metaflow

Metaflow

16 stacks

10th
Neptune

Neptune

16 stacks

Top Reasons to Choose Neptune

  • •Supports both gremlin and openCypher query languages
  • •Aws managed services
ToolsStacksFeed

Layers

AI
Application & Data
Utilities
DevOps
Business Tools
LangfuseAI Infrastructure

Open source tracing and analytics for LLM applications

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0
2
RunPodAI Infrastructure

A cloud computing platform designed for AI and ML applications

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0
2
MLflowAI Infrastructure

An open source machine learning platform

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3
524
ReplicateAI Infrastructure

Run machine learning models with a few lines of code

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1
12
Amazon SageMaker
AI Infrastructure

Accelerated Machine Learning

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4
284
HeliconeAI Infrastructure

Observability platform for GPT-3 users

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0
4
AnyscaleAI Infrastructure

Scalable compute for AI and Python

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0
3
LangSmithAI Infrastructure

Get your LLM app from prototype to production

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0
5
Kubeflow
AI Infrastructure

Machine Learning Toolkit for Kubernetes

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3
585
Google AI PlatformAI Infrastructure

Create your AI applications once, then run them easily on both GCP and on-premises

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0
119
Azure Machine LearningAI Infrastructure

A fully-managed cloud service for predictive analytics

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0
373
NeptuneAI Infrastructure

The most lightweight experiment tracking tool for machine learning

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0
38
Amazon Elastic Inference
AI Infrastructure

GPU-Powered Deep Learning Inference Acceleration

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0
56