Nexilume AI vs ModelBrain RAG
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Nexilume AI compared with ModelBrain RAG
| Detail | 
Nexilume AI | 
ModelBrain RAG |
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| What it does | Edge-first agent serving framework for cloud, OpenWrt, and device deployment
| An HTTP document search API for your apps
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| Stage | Not given
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| Founded | Not given
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| Based in | Not given
| US
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| Pricing model | Not given
| Open source
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| Pricing | Not given
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| Key features | - 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
| - Search passages that match a query with scores and file references
- Manage collections and add or remove documents over HTTP or web interface
- Share vaults and partitions for search-only access
- API keys with read, write or admin access levels
- Web interface for search and administration
- User account management with three access levels
- Full-text and vector search indexes
- Runs locally on 127.0.0.1 with no outgoing connections
- SHA-256 hashed API keys and scrypt hashed passwords
- Limit lists restrict collections and vaults per user or API key
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| What makes it different | - 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
| - Runs entirely locally on your computer with no outgoing connections
- Free and open source with MIT license
- Does not write answers or contain a language model
- Shared vaults and partitions are search-only and cannot be modified
- Integrates with any language model of your choice
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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
| Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 1 ● no change since last check | 1 ● no change since last check |
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| Trust Flow (Majestic) | 1 | 3 |
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| Citation Flow (Majestic) | 21 | 27 |
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| Referring domains (Majestic) | 9 | 17 |
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3 details filled in for both companies.
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