Zed vs Adept AI

Side-by-side comparison of AI visibility scores, market position, and capabilities

Zed

EmergingDeveloper Tools

Collaborative Code Editor

High-performance code editor built in Rust with real-time collaborative editing and AI assistance built in.

About

Zed is a San Francisco-based code editor company building a high-performance, multiplayer code editor in Rust that aims to be significantly faster than Electron-based editors like VS Code while offering built-in real-time collaboration and AI assistance. Zed's Rust implementation enables near-instant startup, smooth scrolling at 120fps, and no performance degradation in large codebases where VS Code slows down. The editor's real-time collaboration feature allows multiple developers to edit the same file simultaneously with conflict-free synchronization — similar to Google Docs for code. Zed integrates AI assistance through a built-in language model interface that can explain code, generate completions, and refactor functions without switching to a separate tool. The company was founded by the creators of Atom (the open-source editor acquired by GitHub) and Tree-sitter (a parser generator). Zed raised over $26M from investors including Andreessen Horowitz and launched as an open-source project in 2024, driving rapid adoption among performance-conscious developers. It competes with VS Code, Neovim, and JetBrains IDEs.

Full profile

Adept AI

EmergingAI Infra

AI Agents

Adept AI raised $415M to pioneer computer-use AI agents; its core research and agent team moved to Amazon in 2024 in a landmark talent acquisition while the company continues developing ACT-1 for enterprise automation.

About

Adept AI was founded in 2022 by a team of former OpenAI, DeepMind, and Google Brain researchers to build AI that can take actions on computers — navigating software interfaces, filling forms, and executing multi-step workflows in any application. Its ACT-1 model demonstrated the ability to control web browsers and desktop applications through natural language instructions, pioneering the computer-use agent paradigm that Anthropic later commercialized with Claude's computer use feature.

Full profile

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.