How We Pick the Best Tools
The word "best" gets thrown around a lot in AI tool lists. We try to be specific about what it means here. These are not sponsored lists or affiliate-driven rankings - they are curated selections based on a combination of real user ratings, engagement data from our directory, and editorial judgement.
When we put together a best-of list for a category, we start by looking at all the tools in that category in our directory. We then filter by approval status, average rating, and the number of users who have engaged with each listing. Our editors review the shortlist and make final calls based on factors like quality of documentation, pricing transparency, and genuine usefulness for the stated use case.
Sponsored tools may appear at the top of some lists and are clearly labelled. Sponsorship does not affect which tools appear in the organic rankings below the sponsored slots.
Ranked by verified user ratings from our directory.
All tools reviewed by a human editor before listing.
Lists refreshed as new tools gain traction.
Free and paid tools included in every category.
Top AI Tools for AI (7292 tools)
All Best ToolsDatabricks
paidDatabricks is the leading data and AI platform built on Apache Spark, providing a unified lakehouse architecture for dat...
Best for: Enterprises processing large-scale data who need a unified platform for data engineering, ML training, and LLM fine-tuning on their own data
Culture Amp
paidCulture Amp is the world's leading employee experience platform focused on engagement surveys, performance management, a...
Best for: HR leaders wanting the most capable employee engagement survey platform with AI-driven data and industry benchmarks
Hugging Face
freemiumAI model hub and collaborative platform for the ML community.
Best for: ML researchers
Hex
freemiumHex is a modern data workspace for collaborative analysis and data apps, combining SQL and Python notebooks with shareab...
Best for: Data teams wanting collaborative SQL/Python notebooks with AI code generation and the ability to publish interactive data apps for stakeholders
Microsoft Power BI
freemiumMicrosoft's AI business intelligence platform with Copilot integration for natural language queries, auto-generated repo...
Best for: Microsoft-centric organisations seeking accessible BI with AI features
DeepLearning.ai
freemiumAI education platform by Andrew Ng for ML courses.
Best for: AI learners
Dynatrace
freemiumDynatrace is an enterprise AI observability and security platform known for its Davis AI engine, which automatically det...
Best for: Enterprise DevOps and SRE teams needing AI-driven full-stack observability with automatic root cause analysis across complex cloud environments
Photomath AI
freemiumAI math solver that shows step-by-step tools from a photo scan.
Best for: math students
Microsoft Power BI AI
freemiumMicrosoft Power BI is the most widely deployed business intelligence platform in enterprise organisations, with AI featu...
Best for: Business users creating reports and dashboards within the Microsoft ecosystem