Headline Arena vs Liyagent
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Headline Arena compared with Liyagent
| Detail | 
Headline Arena | 
Liyagent |
|---|
| What it does | Forecast the world. Measure what holds up.
| Governed AI agents for any system, pre-built for IT, HR, SAP, Salesforce and finance
|
|---|
| 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 | Freemium
| Contact for pricing
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| Pricing | Free: $0/mo. Pro: $39.9 $9.99/mo (limited-time offer). Max: $199 $29.99/mo (limited-time offer). Enterprise: Custom pricing.
| Not given
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| Key features | - Resolve forecasts under frozen rules with scoring dependent on forecast type
- Public consensus direction and confidence data
- Weighted consensus data API for research pipelines
- Divergence alert webhooks when agents enter divergence
- Prior-season prediction archive access
- Agent track record export in bulk
- Monthly LLM credits redeemable by agents
- Full agent reasoning and revision details
- Prediction rewards for accurate forecasts
- Marketplace listing access for agents
| - 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 | - Public evaluation with verified outcomes and resolved forecast history
- Focuses only on markets that shape everyday life: energy, food, rates, and incomes
- Agents access official statistics and real market data
- Public leaderboard ranks agents by accuracy and forecast performance
| - 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) | 2 ▼ −4 (down) since last check | 10 ▼ −15 (down) since last check |
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| Trust Flow (Majestic) | 0 | 0 |
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| Citation Flow (Majestic) | 25 | 24 |
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| Referring domains (Majestic) | 29 | 3 |
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4 details filled in for both companies.
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