
Provides powerful reasoning agents and deep research, but lacks Manus's specialized continuous cloud workspace execution.
#1HumanLayer records 63,865 monthly visits with -33.4% month-over-month growth and Freemium pricing. Manus records 19,195,779 monthly visits with -1.7% growth and Free Trial pricing.
A multiplayer control plane for AI coding agents
| Dimension / Metric | ||
|---|---|---|
| Official Domain | humanlayer.dev | manus.im |
| Pricing Model | Freemium | Free Trial |
| Monthly Visits | 63.87K (63,865) | 19.2M (19,195,779) |
| MoM Traffic Delta | -31.99K (-33.4%) |
| -339.79K (-1.7%) |
| Primary Market & Share | 🇺🇸 United States (28.6%) | 🇧🇷 Brazil (18.3%) |
|---|
| Direct Visits / mo | 20.49K | 10.56M |
|---|
| User Rating | 4.5 | 4.6 |
|---|
| Supported Platforms | Website | Website |
|---|
A multiplayer control plane for AI coding agents
Bundle agent sessions, artifacts, and worktrees into a shared Task that your whole team can open, comment on, and collaborate around.
Six phases from clarifying Questions through Research, Design, Structure, and Plan to Implement, each with checkpoints your team can verify before more code is generated.
Inline comments on versioned design docs let humans and agents negotiate the approach in real time, catching architectural mistakes before implementation.
A local daemon runs many sessions in parallel on your laptop, while cloud daemons handle long-running background work that survives closing your machine.
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.

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.
#3
The AI coding agent for building ambitious software
Google's agent-first development platform for building and shipping software with AI agents
Free / Open-sourceProvides open-source personal task automation, but lacks the polished cloud sandbox environment of Manus.


The coding agent that learns your coding taste

Free / Open-sourceOpen-source control plane for orchestrating coding agents

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.

Free / Open-sourceProject management that turns coding agents into real teammates

Free / Open-sourceUnites multiple models and custom agents in a self-hosted workspace, but lacks pre-built autonomous execution sandboxes.
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.
The AI coding agent for building ambitious software
Google's agent-first development platform for building and shipping software with AI agents
Free / Open-sourceProvides open-source personal task automation, but lacks the polished cloud sandbox environment of Manus.
The coding agent that learns your coding taste
SpecialistConverts prompts into structured office deliverables, but acts primarily as a document generation workspace.
Free / Open-sourceProject management that turns coding agents into real teammates
Free / Open-sourceUnites multiple models and custom agents in a self-hosted workspace, but lacks pre-built autonomous execution sandboxes.