Comparison
Glean alternative The European, sovereign alternative to Glean
Glean is a powerful US enterprise search assistant — but expensive and US-hosted. Ragnight delivers the same promise — connecting AI to all your company knowledge — EU-hosted, GDPR-compliant, with no data leaving the EU, and accessible to teams without enterprise budgets.
Your company's sovereign memory. Your documents indexed in Europe, queryable by any LLM (ChatGPT, Claude, Mistral), every answer cited. Self-serve, no sales cycle.
The enterprise AI search engine. Strong at large-scale rollout, but US-hosted, with opaque pricing reserved for large contracts.
Ragnight vs Glean: comparison
An honest table of each tool's strengths and limits.
| Feature |
|
Glean |
|---|---|---|
| Sovereignty & compliance | ||
| EU hosting (GDPR) Glean is US-hosted | ||
| No data transfer outside the EU | ||
| Per-organisation isolation & encryption | ||
| Access & model | ||
| Self-serve, no sales cycle Glean is sales-led | ||
| Free trial, no credit card | ||
| Usage-based / startup plan Enterprise pricing | ||
| Model-agnostic (GPT, Claude, Mistral, open models) | ~ | |
| Data & analysis | ||
| Rare formats: audio, Outlook emails, OCR | ~ | |
| Cited, traceable answers | ||
| Knowledge Pulse — automated knowledge-base audit Ragnight exclusive | ||
| REST API + hosted MCP server | ~ | |
Comparison established June 2026, based on both tools' public documentation.
When to choose which?
Choose Ragnight if…
- You want your data EU-hosted, GDPR-compliant, with no transfer outside the EU.
- You want to start self-serve, without a sales cycle or enterprise budget.
- You want to plug in your own LLM (ChatGPT, Claude, Mistral) rather than a closed engine.
- You have formats beyond text: audio, emails, scanned files.
- You want to audit your knowledge base quality and gaps (Knowledge Pulse).
Choose Glean if…
- You're a very large enterprise looking for a 'search everywhere' rollout across thousands of employees.
- You have an enterprise budget and a sales-assisted buying cycle.
- You favour a very mature, native people-and-permissions graph.
Frequently asked questions
Is there a European alternative to Glean?
Yes. Ragnight is your company's memory (RAG) hosted in Europe and GDPR-compliant: your documents are indexed in the EU and queryable by AI, with no data transfer to the US, unlike Glean.
Is Ragnight cheaper than Glean?
Ragnight offers a free trial without a credit card and usage-based pricing suited to teams and SMBs, whereas Glean targets enterprise contracts with opaque pricing.
Can I keep ChatGPT or Claude with Ragnight?
Yes — Ragnight is model-agnostic: it acts as a knowledge layer your existing AI assistants query via API or MCP.
Try Ragnight for free
Import your documents, run your first search, and compare for yourself — no credit card, in under 5 minutes.
