Hyperresearch vs Nexilume AI
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Hyperresearch compared with Nexilume AI
| Detail | 
Hyperresearch | 
Nexilume AI |
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| What it does | AI deep research API that checks every cited claim against its source
| Edge-first agent serving framework for cloud, OpenWrt, and device deployment
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| Stage | Startup
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| Founded | 2026
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| Based in | US
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| Pricing model | Paid
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| Pricing | Not given
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| Key features | - Searches 45+ structured sources including SEC filings, statistics agencies, scholarly indexes, books and government records
- Workspace vault with searchable full-text source storage and independence clustering
- Integrated MCP server for Claude, Cursor, ChatGPT and other clients
- Contradiction mapping identifies and investigates disagreements in evidence
- Automatic report generation with verified citations before shipping
- Citation verification API for external documents
- Markdown import and export for vault documents
- Integrated Answers MCP with ask and search tools for AI agents
| - Deploy agents across cloud, OpenWrt nodes, and custom runtimes with unified SDK
- Discover agent capabilities and route calls based on live state, identity, and policy
- Agents operate authorized computers and phones securely
- Team token management with project-scoped access and attributable usage
- Adaptive API pool connecting multiple providers with health, quota, and cost selection
- Enterprise OpenWrt router with policy routing and audit trails
- Self-hosted Community edition under Apache 2.0 license
- Organization-level access control and tenant management
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| What makes it different | - Every cited claim is verified against the original source before report delivery
- Searches structured sources like SEC filings and scholarly databases alongside the open web in one call
- Delivers answers with word-for-word quotes so readers can verify in one click
- Open-source CLI that powers the hosted service, maintaining feature parity
- Pay-as-you-go pricing with no minimum commitment or sales team required
| - Single unified network connecting agents across cloud, edge, and devices
- OpenWrt router for private network agent discovery and policy routing
- Secure device operations with audit trails through cloud interfaces
- Both self-hosted Community and managed Enterprise Cloud options
- Adaptive API failover with multi-provider capacity pooling
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 32 ▲ +4 (up) since last check | 1 ● no change since last check |
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| Trust Flow (Majestic) | 13 | 1 |
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| Citation Flow (Majestic) | 31 | 21 |
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| Referring domains (Majestic) | 71 | 9 |
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3 details filled in for both companies.
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