
Provides powerful reasoning agents and deep research, but lacks Manus's specialized continuous cloud workspace execution.
#1Manus records 19,195,779 monthly visits with -1.7% month-over-month growth and Free Trial pricing. Sublayer records 635 monthly visits with -61.5% growth and Free pricing.

A model-agnostic Ruby framework for building AI agents and automations
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | manus.im | sublayer.com |
| Pricing Model | Free Trial | Free |
| Monthly Visits | 19.2M (19,195,779) | 635 (635) |
| MoM Traffic Delta | -339.79K (-1.7%) |
| -1.01K (-61.5%) |
| Primary Market & Share | 🇧🇷 Brazil (18.3%) | 🇮🇳 India (100%) |
|---|
| Direct Visits / mo | 10.56M | 244 |
|---|
| User Rating | 4.6 | 4.3 |
|---|
| Supported Platforms | Website | Website |
|---|
A general-purpose AI agent that executes tasks, not just answers them
Give the agent a goal and it plans the steps, chooses tools, and works through the task in a cloud environment without constant supervision.
Produces finished artifacts such as slide decks, functional websites, small games, and formatted documents rather than raw text.
Runs broad, multi-source investigations and compiles the findings into a structured report.
Generates images, video, and music as part of a larger task or as standalone outputs.

A model-agnostic Ruby framework for building AI agents and automations
Use OpenAI, Claude or Gemini — or plug in your own provider — without locking your app to one model.
Reusable classes for single generation tasks such as code from description or a description from code.
Operations that supply inputs to or act on the output of generators, like writing a file or running a command.
Autonomous entities with triggers such as file changes or time intervals — for example an agent that runs tests and fixes failing code.

Provides powerful reasoning agents and deep research, but lacks Manus's specialized continuous cloud workspace execution.
#1Features advanced computer use and interactive artifacts, but operates primarily as a chat assistant rather than a dedicated autonomous agent platform.

Executes tasks using cloud virtual Linux machines, but focuses more on personal desktop automation than complex multi-app research.
#3Free / Open-sourceProvides open-source personal task automation, but lacks the polished cloud sandbox environment of Manus.


Give your AI agents secure, authenticated access to 1,700+ apps
Free / Open-sourceA minimal, extensible terminal coding agent you can reshape

Automates multi-step workflows and asset creation, but with fewer built-in general browser navigation tools.
SpecialistConverts prompts into structured office deliverables, but acts primarily as a document generation workspace.

High-trust frontier inference, encrypted end to end
Baidu's one-stop platform for building, distributing and monetizing AI agents

Free / Open-sourceUnites multiple models and custom agents in a self-hosted workspace, but lacks pre-built autonomous execution sandboxes.
SpecialistDeploys autonomous business agents for operational work, but targets enterprise workflows rather than general open-ended research.
Provides powerful reasoning agents and deep research, but lacks Manus's specialized continuous cloud workspace execution.
Features advanced computer use and interactive artifacts, but operates primarily as a chat assistant rather than a dedicated autonomous agent platform.
Free / Open-sourceProvides open-source personal task automation, but lacks the polished cloud sandbox environment of Manus.
Give your AI agents secure, authenticated access to 1,700+ apps
Free / Open-sourceA minimal, extensible terminal coding agent you can reshape
SpecialistConverts prompts into structured office deliverables, but acts primarily as a document generation workspace.
High-trust frontier inference, encrypted end to end
Baidu's one-stop platform for building, distributing and monetizing AI agents
Free / Open-sourceUnites multiple models and custom agents in a self-hosted workspace, but lacks pre-built autonomous execution sandboxes.
SpecialistDeploys autonomous business agents for operational work, but targets enterprise workflows rather than general open-ended research.