Meta's personal AI agent that carries out tasks such as sending emails and booking travel, and works toward longer-term goals with personalized plans.
The SOTA Collection
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Discover AI products and the people building them. Explore what they do, or share what you’re creating.
640Selected products
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Latest reviewOct 29, 2026
13 products added, including BentoML, Ellipsis, Label Studio
New comparison: Ollama vs LM Studio vs llamafile for local LLMs
69 renames, acquisitions and shutdowns tracked
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Google's AI research tool, formerly NotebookLM, that analyzes the sources you provide and helps you understand them.
A classroom learning platform, formerly Quizizz, with AI tools for generating, importing and adapting assessments, presentations and study resources.
A teaching and assessment platform with Luna AI for creating lessons and questions, plus live student responses and instructional feedback.
A managed cloud platform for running coding agents in isolated environments with repository-defined workflows, permissions and spending budgets.
An open-source Python framework for orchestrating ML and LLM pipelines with versioned artifacts, step caching and configurable infrastructure stacks.
An AI motion graphics agent that turns prompts, images, PDFs, links or audio into animated explainers, titles and logo animations you revise by chat.
An open-source platform for labeling multimodal datasets and collecting human evaluations of AI outputs.
An open-source Python framework for turning AI models into inference APIs and packaging multi-model services for deployment.
An agent observability platform that traces production sessions, groups recurring failures and sends coding agents the context to investigate fixes.
A desktop operating system whose desktop is an infinite canvas, where apps run as windows and up to 10 AI agents work visibly with their own cursors.
An enterprise platform for building and deploying AI agents that connect models, company data and business workflows.
A browser music studio with credit-based AI song generation and free local tools such as Audio to MIDI, a MIDI editor and Tap Tempo.
An open-source (MIT), local-first desktop app where a Commander agent splits a goal into tasks for specialist agents and coding agents such as Claude Code and Codex.
AI speaking practice for pitches, interviews and speeches: speak out loud, then get feedback on structure, pace, pauses, emphasis and filler words.
An open-source Python library for adding programmable input, output and conversation guardrails to applications built around language models.
An open-source tool and platform for red teaming, security testing and evaluating LLM applications; being acquired by OpenAI.
An open-source AI coding agent for the terminal, desktop and IDE that works with 75+ model providers.
A social media management tool with AI content creation, strategy assistance, scheduling and analytics across connected profiles.
A creative AI workspace that turns briefs and reference assets into images, videos and audio through a shared chat workflow.
Transcribes audio and video files to text in 98+ languages using Whisper, and translates transcripts or subtitles into 134+ languages.
Google's agent platform for software development.
Visual generation models and an agent for teams that plans multi-step image, video and audio work, with an API for developers.
AI writing assistance with personalized guidance and text generation on any app or website.
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Ollama vs LM Studio vs llamafile for local LLMs
Compare local model workflows, licences, OS and hardware requirements, model formats, APIs, cloud pricing and current releases.
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OpenRouter vs LiteLLM vs Portkey: choosing an LLM gateway
Compare hosted model access, self-hosted gateways, pricing, routing, caching and privacy controls across OpenRouter, LiteLLM and Portkey.
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Browserbase vs Steel vs Kernel: cloud browsers for AI agents
Compare hosting, licences, free allowances, usage billing, automation integrations and session features for three cloud browser services, checked 2026-10-15.
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Why AI startups get acquired: 25 deals from 2025 and 2026
36 AI startup deals; dated announcements run from May 8, 2025 to October 14, 2026: buyer capabilities, adoption, disclosed prices, code and product outcomes.
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Open-source AI tools and their licenses: MIT, Apache 2.0, AGPL and source-available
What the licenses behind popular open-source AI tools allow, with examples from our catalog. Not legal advice.
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AI products that were renamed, acquired or shut down: what we tracked in 2026
69 renames, acquisitions, pivots and shutdowns recorded during AI-product upkeep, including announced future changes, with dated sources.
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