Cogni 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.
Cogni compared with Nexilume AI
| Detail | C
Cogni | 
Nexilume AI |
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| What it does | Memory that reasons
| Edge-first agent serving framework for cloud, OpenWrt, and device deployment
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| Stage | Not given
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| Founded | Not given
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| Based in | US
| Not given
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| Pricing model | Freemium
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| Pricing | Free plan at $0 USD; Pro plan at $5 USD per month.
| Not given
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| Key features | - Entity-graph spreading activation for cross-vocabulary retrieval
- Works with any LLM model
- No LLM or GPU in retrieval path
- Point-in-time and windowed recall
- Timestamped memories
- Fixed recall cost as memory grows
| - 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 | - Reaches answers across unrelated documents that share no keywords, where vector search scores zero
- Deterministic retrieval with no model in the path, so results never vary between queries
- Constant per-query cost regardless of memory size, even at 32,000 words
- No infrastructure to run—no vector database, cluster, or GPU needed
- Works with any model, so small local models gain the most from better retrieval
| - 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) | 4 ● no change since last check | 1 ● no change since last check |
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| Trust Flow (Majestic) | 2 | 1 |
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| Citation Flow (Majestic) | 21 | 21 |
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| Referring domains (Majestic) | 34 | 9 |
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3 details filled in for both companies.
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