Comparison
Valo vs Claude Desktop vs ChatGPT (Codex) vs Cursor vs Devin vs Lovable vs T3.
Compare the working environment around your AI: context control, project knowledge, credentials, coordination and continuity.
What each one is
ValoTHIS ONE
Your AI agents, with a workspace built around their attention.
Work with Claude, Codex, GLM and local models in one desktop app. Valo keeps its own copy of every chat, repairs broken provider sessions, and lets you trim selected turns without starting over. Keyguard supplies credentials to commands without showing their values to the assistant. A maintained guide, app controls and logs let your assistant help you use Valo and prepare reports you choose to send.
Best for: People who want to build, research and organize with AI, with control over context, credentials and their work.
Price: Free to use, or Pro $12.99/mo. Bring your own Claude, ChatGPT or GLM subscription — Valo does not resell AI.
Claude Desktop
Anthropic’s own app: Chat, Cowork, and a Code tab running Claude Code.
Anthropic’s app combines Chat, Cowork and a Code tab running Claude Code. It offers first-party access to Claude and tools for working on local projects. The comparison below focuses on its Code tab; Chat and Cowork have separate capabilities.
Best for: People who want Anthropic’s own app and Claude-focused workflows.
Price: Included with a Claude plan.
ChatGPT desktop (Codex)
OpenAI’s desktop app, with Codex for coding work.
OpenAI’s ChatGPT desktop app includes Codex for coding work, with local projects, cloud delegation, automations and remote access. Codex is included with ChatGPT plans and also supports API access. This comparison focuses on Codex, not the separate Chat and Work modes.
Best for: People who want OpenAI’s own coding-agent experience.
Price: Included with a ChatGPT plan.
Cursor
A full code editor with AI built in.
An AI code editor built on VS Code, with an Agents Window, codebase indexing and cloud agents. It supports steering a running agent, searching past conversations, and rules that load by file pattern or relevance.
Best for: Professional developers who want AI help inside a traditional code editor.
Price: Free tier; individual paid plans $20–$200/mo, with usage limits and optional extra usage.
Lovable
A cloud app builder — you chat, it assembles a web app.
A cloud builder for web apps, with hosting, backend services and GitHub export. It provides persistent project knowledge and on-demand skills. It does not support importing an existing GitHub repository as a new project.
Best for: People who want to build and host a web app in the browser.
Price: Free tier with private projects; paid plans start at $25/mo and scale with credits.
Devin Desktop
A full IDE with an agent command center. (Formerly Windsurf.)
Formerly Windsurf: an AI IDE with an Agent Command Center, spaces and a kanban view for parallel work. Cascade supports rules that load by file pattern, model choice or an explicit mention.
Best for: Developers who want to run and track many AI agents at once.
Price: Free tier; Pro $20/mo and Max $200/mo, with usage allowances.
T3 Code
A free, open-source GUI for AI coding agents.
An open-source control surface for coding agents, with desktop, web and mobile apps. It works with several installed agents and their existing subscriptions. The project describes itself as early-stage.
Best for: People who want an open-source interface for their existing coding agents.
Price: Free and open-source; use your agent subscriptions or API access.
Feature by feature
A September 2026 snapshot, with selected corrections checked on October 4, 2026. Rows compare the complete capabilities linked below.
| Valo | Claude Desktop | ChatGPT (Codex) | Cursor | Devin | Lovable | T3 Code | |
|---|---|---|---|---|---|---|---|
| A self-aware workspace | Yes | No | Manual-fetching skill | No | No | No | No |
| Keyguard: use vault secrets without exposing them | Yes | No | No | No | No | No | No |
| Context Trim: remove selected turns and keep working | Yes | No | No | No | No | No | No |
| Hide skills from context; still load them by name | Yes | No | No | No | No | No | No |
| Human-like project memory | Yes (Valo Memory Code) | No | No | No | No | No | No |
| Valo Search: evidence, architecture, dependencies and history | Yes | File search | File search | Codebase search | Codebase search | No | No |
| The assistant runs the workspace | Yes (Orchestrator) | Subagents | Cloud delegation | Agents Window | Agent Command Center | No | No |
| Click-to-set permissions per tool, folder and credential | Yes | No | No | No | No | No | No |
| Custom dangerous-command and supply-chain Guards | Yes | Deny rules | Sandbox + approvals | No | No | No | No |
| Broken provider sessions repaired automatically | Yes | No | No | No | No | No | No |
The Claude Desktop column describes the Code tab (the Claude Code engine) unless a cell says otherwise. The ChatGPT column describes Codex, not Chat or Work. Features and plans change; this is a dated comparison, not a continuously maintained product manual. See see the receipts for the linked engine reports and their historical context.
Sources for the October corrections: Cursor search and steering · Cursor rules · Devin rules · Codex memory · Codex approvals · Claude permission modes · Lovable plans · Lovable knowledge · Lovable project import · T3 Code.
Where Valo makes the difference
Valo brings these capabilities into one workspace, with controls for the person and tools designed for the assistant doing the work.
Your secrets never enter the conversation
Keyguard stores credentials in an encrypted vault, injects them into the command that needs them and redacts their values from output. Your assistant can deploy, publish and call APIs without receiving the keys. Each credential has its own approval gate.
A Pause button, and a repair when a session breaks anyway
Pause sends a visible request asking the assistant to finish its current operation and wait. Stop remains available when you need an immediate interruption. If a provider session breaks, Valo repairs it automatically so you can continue the conversation.
A partner you can interrupt, that knows when you did
Steering a running agent is available elsewhere. Valo also tags a mid-task message with what the assistant was doing when you sent it, so the timing reaches the model alongside your words.
Context Trim: stay in the chat you are in
Choose older turns to replace with a summary and keep working in the same chat. Context Trim is selective editing of the continuing context, rather than automatic compaction alone. You can also control which skills and tools enter routine context and see how full the chat is.
Human-like memory, built for project work
Valo Memory Code brings past lessons back automatically when related work appears. Concept pages preserve what went wrong, why a decision was made and when it matters. The assistant chooses what to recall. A project Constitution holds human-approved decisions, with checked copies in the docs and code where future work encounters them. Knowledge stays out of routine context without being forgotten.
Valo Search
Valo Search returns ranked evidence from code, docs, config and indexed chats in one query. Its Architecture Map explains structure; the Nerve Map traces callers and blast radius; Wiring checks import boundaries and cycles; Pressure Points combines code shape with git history. The person sees file sizes and live activity on the project Map.
Permissions you set by clicking, and that hold on both engines
Set the actions that must ask by tool group, folder and credential. Routine work can proceed while your chosen gates still apply across supported engines. These controls are separate from whether a skill or tool is visible in context.
No hidden classifier deciding what you are allowed to do
Valo’s Custom permissions follows the gates you set, with Guards that explain protected-action blocks. It does not use Claude Code’s auto-mode classifier. Claude Code now documents manual retries and fallback after repeated classifier blocks; older incidents on the Proof page describe the versions and reports linked there.
The Orchestrator runs the workspace
The Orchestrator lets your assistant operate Valo: open chats, choose models, brief workers, follow their work and archive finished chats. You stay in the main conversation. A harness carries the goal, rules and progress across sessions and shows you a progress bar.
A workspace your assistant knows
Your assistant has a maintained guide to Valo’s panels, settings and workflows. It can read app logs and investigate a problem when you ask. Through Valo Mail, it prepares a report you review and choose to send.
Machine-to-machine, for any engine
ValoLink connects assistants on different machines using a six-character code, including when they use different engines. Cross-Chat connects conversations across projects. Valo Mail provides encrypted messaging with a local identity key.
It runs on your machine, and it keeps running
Choose Claude, Codex, GLM or local models through Ollama, per chat. Voice transcription runs on your machine. Schedule a chat to resume work later, including after a restart, and work in up to six chats side by side. Chats persist across restarts, reboots and reinstalls.
Which should you pick?
You are happy in Claude Desktop or the ChatGPT desktop app (Codex) and have never lost a session, leaked a key, or watched the AI get dumber
→ Stay there. They are good official apps. Come back the first time one of those happens — the proof page is where people usually recognise themselves.
You want AI to build real things — apps, sites, automations — without touching a terminal
→ Valo. It is built for exactly this. The GUI, the plain-language agents, the Orchestrator, and the live preview mean you direct and Valo does the technical part.
You already code for a living and want AI inside your editor
→ Cursor or Devin Desktop. Full IDEs, very powerful, built for people who live in code.
You just need a landing page live today, and that is the whole project
→ Lovable will get you there fast. For existing local projects and work beyond web apps, Valo gives you a broader workspace and direct context controls.
You want free, open-source, and you are technical
→ T3 Code. Free and hackable, though still alpha.
See it for yourself.
Free for Mac, Windows, and Linux. Questions get answered on YouTube — ask in a comment and the person who builds Valo replies.
Download Valo