DebuggAI records 522 monthly visits with -67.6% month-over-month growth and Freemium, Contact for Pricing pricing. Manus records 19,195,779 monthly visits with -1.7% growth and Free Trial pricing.
AI agents that test your web app like a real user before you merge
A general-purpose AI agent that executes tasks, not just answers them
| Dimension / Metric | | |
|---|---|---|
| Official Domain | debugg.ai | manus.im |
| Pricing Model | Freemium, Contact for Pricing | Free Trial |
| Monthly Visits | 522 (522) | 19.2M (19,195,779) |
| MoM Traffic Delta | -1.09K (-67.6%) | -339.79K (-1.7%) |
| Primary Market & Share | 🌐 Global (—) | 🇧🇷 Brazil (18.3%) |
| Direct Visits / mo | 203 | 10.56M |
| User Rating | 4.2 | 4.6 |
| Supported Platforms | Website | Website |
AI agents that test your web app like a real user before you merge
DebuggAI explores every page, button and flow your customers use, so critical paths are tested rather than just the ones someone remembered to script.
Test outcomes appear in GitHub pull request comments and your existing tools, with clear pass/fail status, screenshots and video replays of anything that broke.
Connect your app once in a couple of minutes; the platform manages servers, browser runs and configuration so your team has nothing to maintain.
Ask Claude, Cursor or Codex in plain English to test your app; DebuggAI spins up a real browser, runs the tests and replays what happened.
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.
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.
Features 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.
Free / Open-sourceProvides open-source personal task automation, but lacks the polished cloud sandbox environment of Manus.
Free / Open-sourceProvides open-source personal task automation, but lacks the polished cloud sandbox environment of Manus.
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.
SpecialistConverts prompts into structured office deliverables, but acts primarily as a document generation workspace.
GenAI-native end-to-end QA agent that plans, writes and heals tests in plain language
All-in-one AppSec platform that finds and auto-fixes vulnerabilities
All-in-one AppSec platform that finds and auto-fixes vulnerabilities
Free / Open-sourceUnites multiple models and custom agents in a self-hosted workspace, but lacks pre-built autonomous execution sandboxes.
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.
SpecialistDeploys autonomous business agents for operational work, but targets enterprise workflows rather than general open-ended research.
SpecialistDeploys agent fleets to build business deliverables, but requires more manual setup for complex web research.
SpecialistDeploys agent fleets to build business deliverables, but requires more manual setup for complex web research.
Agentic end-to-end testing that writes, runs and heals your test suite
Agentic end-to-end testing that writes, runs and heals your test suite
