
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.
Manus records 19,195,779 monthly visits with -1.7% month-over-month growth and Free Trial pricing. Qodex records 140,666 monthly visits with +10.1% growth and Contact for Pricing pricing.

Execution-backed code review that runs real API, UI and security tests on every pull request
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | manus.im | qodex.ai |
| Pricing Model | Free Trial | Contact for Pricing |
| Monthly Visits | 19.2M (19,195,779) | 140.67K (140,666) |
| MoM Traffic Delta | -339.79K (-1.7%) | +12.93K (+10.1%) |
| Primary Market & Share | 🇧🇷 Brazil (18.3%) | 🇮🇳 India (13%) |
| Direct Visits / mo | 10.56M | 23.79K |
| User Rating | 4.6 | 4.7 |
| 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.

Execution-backed code review that runs real API, UI and security tests on every pull request
Every pull request is reviewed against actual API, UI and security executions, so findings come with failing requests, responses and screenshots instead of speculation.
Runnable API tests are generated from your API specification, covering functional behaviour, auth and rate limiting rather than mock assumptions.
Ongoing OWASP API Top-10 coverage including broken object-level authorization (BOLA) and IDOR, with inverted pass semantics that block false greens.
Tests are standard Playwright and HTTP that your team can read, export and maintain, with no model call on replay.

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.
Offers robust plain-language test authoring and automated execution, though less tightly integrated directly into pull request code review workflows.

SpecialistScans code, cloud, and runtime for security vulnerabilities with automated AI fixes, but provides less functional API/UI testing.
SpecialistScans code, cloud, and runtime for security vulnerabilities with automated AI fixes, but provides less functional API/UI testing.

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.
Provides comprehensive end-to-end enterprise test automation and management, but lacks Qodex's lightweight PR-focused execution agent.
Provides comprehensive end-to-end enterprise test automation and management, but lacks Qodex's lightweight PR-focused execution agent.