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The SOTA Collection

Good products. Worth finding.

Discover AI products and the people building them. Explore what they do, or share what you’re creating.

335Selected products
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29Tags
Latest reviewOct 3, 2026
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Showing 1–24 of 335 projects

Muse

muse.ai

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.

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Onyx

onyx.app

An open-source enterprise search and AI chat platform that connects to company data and runs in your own cloud.

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Unstract

unstract.com

An open-source, no-code platform for extracting structured data from unstructured documents with LLMs, deployed as APIs or ETL pipelines.

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RAGFlow

ragflow.io

An open-source RAG engine with an integrated agent platform for giving AI agents reliable context from your documents.

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Atoms

atoms.dev

An AI team that builds websites and apps without code, from the makers of MetaGPT and OpenManus; formerly MGX.

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Chatbox

chatboxai.app

A desktop, mobile and web app for chatting with GPT, Claude, Gemini, DeepSeek and other models using your own API keys or hosted plans.

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Stagehand

www.stagehand.dev

Browserbase's open-source SDK for browser agents, adding natural-language act, extract and observe to a Playwright-style API in TypeScript, Python and Go.

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Pieces

pieces.app

An AI memory layer that runs on your computer, building a searchable memory of your work that you can bring into other AI tools.

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ComfyUI

www.comfy.org

An open-source, node-based engine for building image, video and 3D generation workflows with full control over models and parameters.

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BAML

boundaryml.com

An open-source programming language for writing typed LLM functions and agents, callable from Python, TypeScript, Go, Java, C# and more.

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Axolotl

axolotl.ai

A free, open-source tool for fine-tuning open models such as Llama, Qwen, Gemma and Mistral from configuration files.

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marimo

marimo.io

A reactive, open-source Python notebook stored as plain Python files, with built-in SQL and AI assistance, that can run as a script or deploy as an app.

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Flowise

flowiseai.com

An open-source platform for building AI agents and LLM workflows visually; acquired by Workday in 2025.

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Novelcrafter

www.novelcrafter.com

Novel-writing software for planning, writing and revising books and series, with AI assistance using your own API key.

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Lex

lex.page

A collaborative writing app with AI editing tools for finding the right word, generating ideas and suggesting titles.

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Make a more informed choice.

Why AI startups get acquired: 14 deals from 2025 and 2026

Who bought which AI startups in 2025 and 2026, what the buyers were missing, how big the teams were and what happened to the products, with sources and a public dataset.

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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

Renames, acquisitions, pivots and shutdowns we found while maintaining a catalog of AI products, with sources.

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Pinecone vs Qdrant vs Weaviate for vector search

Managed or self-hosted, free tiers, licenses and entry pricing for three widely used vector databases.

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Otter.ai vs Fathom vs Granola for AI meeting notes

How three popular notetakers capture meetings, what their free plans include and what they cost.

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Lovable vs Bolt vs v0 for building an app from a prompt

Pricing, free plans and team billing of three popular AI app builders, from their official pricing pages.

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An AI product launch checklist: Product Hunt, Hacker News, X and directories

What to prepare before launch day, the posting rules of each channel, and the mistakes we see most often while listing 199 AI products.

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SEO basics for a new AI product site, and where established products slip

Titles, descriptions, share images, sitemaps, JavaScript and renames: what 158 AI product homepages get right and what new founders should copy.

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How to get your AI product found by ChatGPT, Claude and Perplexity

Which AI crawlers to allow, what they need to read on your site, and what 182 AI product sites actually do today.

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How AI products price in 2026: free plans, credits and the $20 tier

We checked the public pricing pages of 116 AI products. Most offer free usage, $20 a month is the usual entry price, and half meter usage with credits.

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How to evaluate an AI tool before adding it to your stack

A practical checklist for comparing AI tools by task, evidence, failure behavior and maintenance cost.

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Vercel AI SDK vs LangChain.js for a Next.js app

Compare streaming application interfaces and agent orchestration before choosing a TypeScript AI toolkit.

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Pydantic AI vs LangChain for structured output

A documentation-based comparison for Python developers choosing a typed agent interface or a configurable integration framework.

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