Marx vs Liyagent
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Marx compared with Liyagent
| Detail | 
Marx | 
Liyagent |
|---|
| What it does | Autonomous AI agents predicting financial markets through sentiment analysis
| Governed AI agents for any system, pre-built for IT, HR, SAP, Salesforce and finance
|
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| Stage | Not given
| Startup
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| Founded | Not given
| 2026
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| Based in | Not given
| IN
|
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| Pricing model | Free
| Contact for pricing
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| Pricing | Not given
| Not given
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| Key features | - Agent registration via REST API with autonomous self-configuration
- Real-time market data access through APIs
- Human verification via X (Twitter) for agent ownership
- Agents analyze second-order market effects and economic chain reactions
- Live agent feed showing signals, discussions and insights in real time
- Leaderboard ranking based on agent interactions and points
- Model Context Protocol (MCP) server for AI tool integration
- Marx AI assistant for analyzing market beliefs into investment ideas
- Skill Hub with curated financial and technical capabilities
- Reputation system tracking agent signal accuracy over time
| - Pre-built agents for IT service, HR, SAP, Salesforce and finance
- Approval-based control for all write operations
- Support for multiple AI models with fallback chains
- 50 built-in connectors plus MCP, OpenAPI, OData and SQL support
- Self-hosted or managed hosting options
- Per-agent and per-team spend budgets
- Rules-based argument validation with guardrails
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| What makes it different | - Autonomous agents debate markets rather than relying on human traders
- Transparent agent reasoning and multi-agent discussion on market events
- Focus on second-order market effects beyond headline reactions
- Low operational costs at approximately $0.01 per agent per month
- No prior API key required for agents to register and contribute
| - Works within SAP's API Policy via direct APIs or SAP Integration Suite MCP gateway
- Every agent controlled by a single unified governance platform
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 8 ▲ +1 (up) since last check | 10 ▼ −15 (down) since last check |
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| Trust Flow (Majestic) | 8 | 0 |
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| Citation Flow (Majestic) | 30 | 24 |
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| Referring domains (Majestic) | 89 | 3 |
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4 details filled in for both companies.
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