Toto
To be verifiedToto is an intelligent routing layer and interaction platform designed for the human-agent world model. It optimizes LLM usage by automatically directing tasks to the most cost-effective and capable models from major vendors like OpenAI, Anthropic, and Google. Beyond cost optimization, Toto serves as a bidirectional state management layer where humans and AI agents can interact in a shared, real-time environment. It helps businesses avoid wasting money on expensive 'top-tier' models for simple tasks by scoring model capability against specific needs, ensuring the right model is used for the right prompt.
Intelligent LLM router and interaction layer for cost-effective AI task management.
Contact for PricingWebsiteFreemium
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toto.tech/
What is Toto?
Intelligent LLM router and interaction layer for cost-effective AI task management.
Toto is an intelligent routing layer and interaction platform designed for the human-agent world model. It optimizes LLM usage by automatically directing tasks to the most cost-effective and capable models from major vendors like OpenAI, Anthropic, and Google. Beyond cost optimization, Toto serves as a bidirectional state management layer where humans and AI agents can interact in a shared, real-time environment. It helps businesses avoid wasting money on expensive 'top-tier' models for simple tasks by scoring model capability against specific needs, ensuring the right model is used for the right prompt.
Core Features
Intelligent Task Routing
Cost and Token Spend Optimization
Human-Agent Bidirectional State Management
Multi-Model Support (OAI, Anthropic, Google)
Real-time Volumetric World Model
Integration via SSE, API, MCP, and CLI
Popular Use Cases
- Reducing enterprise LLM costs by routing simple queries to cheaper models
- Managing complex workflows where Claude Code and humans collaborate on the same dashboard
- Real-time state tracking for multi-agent systems
Feature Comparison
A functional comparison based on maker input.
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Comparison details are provided for informational purposes and should be verified with the official website.
How to use
- Users can drop their email to gain access or contact the team directly. Once integrated via API
- CLI
- or MCP
- tasks are submitted to the Toto dashboard where the router automatically selects the best model based on speed
- cost
- and skill requirements.
Pricing
Toto uses a freemium pricing model. Pricing and features may change over time.
Free
$0
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Pro
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Team
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Enterprise
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Frequently Asked Questions
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Source
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