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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678Selected products
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Latest reviewOct 31, 2026
51 products added, including Aqua Voice, Bolna, Hindsight
New comparison: Ollama vs LM Studio vs llamafile for local LLMs
77 renames, acquisitions and shutdowns tracked
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An ad-supported coding agent with terminal and desktop workflows that finds relevant files, edits code, runs commands and reviews changes.
Google's AI research tool, formerly NotebookLM, that analyzes the sources you provide and helps you understand them.
A web app and design-tool plugin that splits a flat image into separate, named transparent layers and exports them as PNG, ZIP or a layered PSD.
An integration platform that handles authorization for 1,000+ APIs and runs code-based tools, syncs and webhooks so your product and AI agents can work with your customers' accounts.
An open-source browser extension that adds a sidebar and a ChatGPT-style web UI for chatting with local AI models, such as those run with Ollama, from any webpage.
A voice dictation app that transcribes what you say and pastes the text wherever your cursor is, on Mac, Windows, iPhone and Android.
A Chrome extension and web app that capture pages, highlights and notes, then answer questions using your saved context.
An open-source memory layer that stores conversational history and user preferences for AI agents across sessions.
A command-line tool sponsored by Red Hat that pulls AI models from registries such as Hugging Face, Ollama and OCI container registries and runs them in containers with Podman or Docker.
A personal AI knowledge base that summarizes saved articles, videos, podcasts and PDFs, connects related ideas and supports chat and review quizzes.
A platform for building, testing and running inbound and outbound phone-call voice agents, aimed at India with support for Hindi, Hinglish, Tamil, Telugu and other Indian languages.
A classroom learning platform, formerly Quizizz, with AI tools for generating, importing and adapting assessments, presentations and study resources.
SDK & Decision FrameworksNOASSERTION
A guardrail framework that combines prompt-injection detection, agent-alignment checks and generated-code scanning for LLM applications.
An AI workflow platform with a visual node editor for creative pipelines and a Python framework for agents, task workflows and retrieval applications.
An AI engineering platform for tracing and evaluating LLM applications, versioning prompts, managing model access and tracking machine-learning experiments.
A Python implementation of Whisper transcription using CTranslate2, with CPU and GPU inference, quantization and batched transcription.
A conversational agent framework that selects relevant guidelines, tools, domain knowledge and journey steps for each turn of a customer interaction.
Routing & Cost OptimizationApache-2.0
A model-compression library for quantizing weights, activations and KV caches and exporting compressed checkpoints for inference with vLLM.
An AI memory assistant with wearable, phone and desktop capture that turns conversations into searchable transcripts, summaries and action items.
A KV-cache management layer that stores, reuses and transfers language-model inference state across requests, serving engines and storage backends.
A browser workspace for transcribing audio and video, translating subtitles, generating AI dubbing and reviewing localized media before export.
A local web interface for generating images and video, with a Generate tab, image editor and access to ComfyUI workflows.
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.
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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
77 renames, acquisitions, pivots and shutdowns recorded during AI-product upkeep, including announced future changes, with dated sources.
Read the guide