
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. Toto records 0 monthly visits with 0% growth and Contact for Pricing pricing.

AI smart router that sends every task to the cheapest capable model
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | manus.im | toto.tech |
| Pricing Model | Free Trial | Contact for Pricing |
| Monthly Visits | 19.2M (19,195,779) | 0 (0) |
| MoM Traffic Delta | -339.79K (-1.7%) | 0 (0%) |
| Primary Market & Share | 🇧🇷 Brazil (18.3%) | 🌐 Global (—) |
| Direct Visits / mo | 10.56M | 0 |
| User Rating | 4.6 | 4.4 |
| 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.

AI smart router that sends every task to the cheapest capable model
Each incoming request is scored and dispatched to the cheapest model capable of doing the job, rather than defaulting everything to an expensive frontier model.
Toto builds, fine-tunes and maintains small models from your own task history for repetitive patterns such as classification, extraction and templated drafting.
Every routing decision is logged with its price, making per-task and per-year spend auditable before and after routing.
A shared task space of lists, tasks, metadata and ideas gives the router the real context of your work instead of shallow prompt-only signals.

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-sourceAutomate work across thousands of apps — no code required
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.

Free / Open-sourceChat with 30+ leading AI models in one clean, fast workspace
Free / Open-sourceChat with 30+ leading AI models in one clean, fast workspace

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.
Free / Open-sourceGenAI-native end-to-end QA agent that plans, writes and heals tests in plain language

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.