Software, ranked by our AI panel.

Free, personalized learning for any student, any level

LLM evaluation and red teaming for AI applications

Anthropic's agentic coding tool for your terminal, IDE, and codebase

Observability platform for high-cardinality, distributed system telemetry

Open source platform for tracking, evaluating, and deploying AI models and agents

Unified analytics platform for data engineering, machine learning, and analytics

SQL-based data transformation tool for analytics engineering workflows

Open-source product analytics, session replay, feature flags, and more in one platform

Datasets, notebooks, competitions, and courses for data scientists

Interactive data visualization and business intelligence for the Microsoft ecosystem

AI marketing platform built on a proprietary index of 170 trillion web pages

Multi-cloud document database platform for AI-ready applications

Containerization platform for packaging and deploying applications across environments

Application monitoring and error tracking for developers

Global network for security, performance, and developer infrastructure

AI voice synthesis and cloning platform for realistic speech generation

Cloud data platform for data engineering, analytics, and AI workloads

GTM data enrichment and workflow automation across 150+ data providers

Cloud security platform for comprehensive infrastructure protection and compliance

Run open AI models locally or in the cloud

Business banking built for startups and online businesses

AI language models built for safety and reliability

AI-powered research assistant grounded in your own documents

AI medical search for clinicians, with answers cited to NEJM, JAMA, NCCN, and 300+ journals

AI clinical documentation from live patient-clinician conversations

AI-native cybersecurity platform for endpoint, identity, and cloud protection

Self-service advertising across Amazon shopping, streaming, and display

Visual automation platform for connecting apps, AI agents, and workflows

Developer security platform that finds and fixes vulnerabilities in code and dependencies

AI pair programming in your terminal

Google's AI platform providing access to Gemini language models via API

Oncology data and technology to accelerate cancer research

Observability and evaluation tooling for LLM applications

Run Python in the cloud — serverless GPUs, batch jobs, and AI model serving

AI notepad for meetings — your notes guide the summary, no bot required

Hands-on AI and deep learning training from NVIDIA engineers

Open-source deep learning courses, software, and research for coders

Open-source data integration with 600+ connectors for ELT pipelines

Python-native data orchestration built around data assets

Node-based AI creation engine for visual professionals in VFX, gaming, and advertising

Agile project management and issue tracking for software teams

Open-source business intelligence with AI-powered querying and embedded analytics

Visual web development platform for designers and developers

Cloud-based productivity and collaboration suite with Gmail, Docs, Drive, and more

Open-source Kubernetes node provisioning that automatically scales clusters

AWS managed service providing access to foundation models via APIs

Enterprise cybersecurity platform with next-generation firewall and cloud security solutions

Build, deploy, and scale ML models on Google Cloud infrastructure

Legal review and e-discovery platform for complex litigation

Run LLMs locally on your computer, fully offline

Vector database for similarity search across billions of items in milliseconds

Cloud subscription service for Home Assistant smart home software

Speech-to-Text, Text-to-Speech, and Voice Agent APIs for developers

AI-powered accounting software for small and mid-size businesses

Open-source AI coding agent for VS Code with agentic workflows

AI and machine learning courses from Andrew Ng and industry leaders

Design-focused website builder with templates, ecommerce, and AI site creation

Run Claude Code, Codex and six more agent harnesses through one API

On-demand GPU cloud for AI training, inference, and batch compute

Automate repetitive tasks and workflows across your apps

Workflow automation platform for technical teams, with code and UI in one tool

Handheld whole-body ultrasound with AI for point-of-care clinical use

AI-powered legal research backed by the most trusted law database

Unified API for accessing multiple AI models from different providers

Web data collection platform with proxy networks and scraping tools

Search and discovery APIs built for speed and relevance

One platform for the entire software development lifecycle

Outbound operating system for cold email, LinkedIn, and calling at scale

AI-powered code generation for React components and web interfaces

Commission-free trading API for stocks, ETFs, options, and crypto

B2B contact database and sales engagement platform for outbound teams

Automated investing and high-yield cash management in one account

Embedding models and rerankers for search and retrieval over unstructured data

Online courses and hands-on practice for data science and AI skills

The open source Firebase alternative

AI-native cloud built for training and inference on NVIDIA GPU clusters

A high-performance, multiplayer code editor built in Rust

Agentic AI assistant that resolves IT and HR requests inside Slack and Microsoft Teams

Open-source vector database for AI-native applications

Design and publish websites with an interactive design tool

Type-safe Python framework for building production-grade AI agents

Microsoft's managed cloud service for OpenAI's GPT and AI models

Business intelligence and data visualization platform for analyzing and sharing insights

Enterprise cloud platform for digital workflow automation and IT service management

Google's AI assistant powered by Gemini models

Open-source observability for LLM and AI applications

Speech-to-text and voice AI models for developers

AI analytics platform for notebooks, self-serve answers, and data apps

GPU cloud infrastructure purpose-built for AI training and inference at scale

Cloud hosting for web apps, APIs, databases, and background workers

Automated data pipelines connecting 700+ sources to warehouses, lakes, and AI systems

Full-stack observability platform with AI-powered monitoring and automated remediation

Subscription billing and revenue management for recurring businesses

Search, crawl, and research API built for AI agents

Endpoint, cloud, and identity security on a unified AI platform

Generative media platform for developers.

Intelligent content management, secure collaboration, and agentic workflow for the enterprise