Glean Alternative: Enterprise Search Without $350K Price Tags
Teams are paying $350,000 to $480,000 per year for Glean. AnythingLLM delivers the same AI search capabilities, with transparent pricing, no per-seat minimums, and full control over your data.
Why Teams Switch From Glean
A breakdown of what you actually pay.
Glean pricing per GoSearch and buyer-reported data (2026). AnythingLLM Cloud pricing from anythingllm.com.
Annual cost for mid-to-large enterprise Glean deployments
This includes licensing, infrastructure, admin staff, and implementation. AnythingLLM managed hosting costs a fraction of this. No per-seat minimums, no POC fees, no surprise renewal increases.
The Hidden Cost of Enterprise Search
Glean's sticker price of $50-75 per user per month only tells part of the story. Mid-to-large teams face:
- Infrastructure overhead: $10,000/month to run Glean's BYOC deployment on your cloud account
- Staffing: A dedicated administrator (around $140,000/year) to manage indexing, permissions, and governance
- POC gatekeeping: $70,000 to even run a proof-of-concept, or trial access withheld until you sign a contract
- Mandatory minimums: 100-seat minimum, even if you have 40 people
- Annual renewal creep: 7-12% price increases each year with no negotiated cap
For a 1,000-person company over three years, the real cost often exceeds $2.5 million.
The AnythingLLM Difference
AnythingLLM flips the model on its head. Deploy for free on your own infrastructure using Docker. Or pay a simple monthly fee for managed cloud hosting: $50 for basic teams, $99 for larger deployments, custom pricing for enterprises. No per-user licensing. No hidden fees. No minimum seat requirements.
You also get flexibility Glean can't match: choose any LLM (OpenAI, Anthropic, Ollama, Mistral, Groq, or 30+ others), any vector database (LanceDB, PGVector, Pinecone, Chroma, Weaviate, Qdrant, and more), and host it anywhere. Your data, your rules.
Why Opsily for AnythingLLM
Skip the operational complexity. We handle infrastructure, updates, backups, and scaling so you can focus on knowledge discovery.
Transparent Pricing, No Surprises
You know exactly what you pay each month. No per-seat licensing, no POC gates, no surprise renewals. Start at $50/month for small teams, scale up with simple, published pricing. Self-host for free on your own servers. No hidden infrastructure costs: we cover backups, SSL, monitoring, and updates.
Complete Control Over Your Data
Deploy on our managed cloud servers in Germany with GDPR-compliant hosting, or run AnythingLLM on your own infrastructure entirely. Choose any LLM provider (OpenAI, Anthropic, Ollama, or local models) and any vector database. Your data never leaves your control. Export anytime with zero lock-in.
Open Source, Future-Proof
AnythingLLM is MIT licensed with 65,000 GitHub stars and 200+ active contributors. You're not betting on a closed-source vendor. If Opsily ever disappears, you can run the same code on your servers. The codebase is audited by the community, not hidden behind NDAs.
Built for teams who need reliability
Simple, Transparent Pricing
Self-host for free or let Opsily manage the infrastructure. All managed plans include backups, SSL, updates, and monitoring.
Loading pricing...
Deploy in Minutes, Not Months
Glean typically takes 2-3 months to go live. With Opsily, you're up and running in days.
Choose Your App
Select an app to get started.
Connect Your LLM
Bring your own OpenAI API key, use Anthropic, Ollama, LM Studio, or any of 30+ supported models. No lock-in to Glean's proprietary models.
Deploy Your Workspace
Click install on Opsily or deploy Docker on your servers. Choose your vector database (LanceDB, PGVector, Pinecone, Chroma, Weaviate, Qdrant, etc.) and you're live.
Add Documents & Users
Upload files, sync from Slack, Google Drive, Jira, Confluence, or GitHub. Invite team members with role-based permissions. No admin overhead.
Start Searching
Your team now has AI-powered enterprise search and Q&A over your knowledge base. Permission-aware results. Full chat history and transparency.
Enterprise-Grade Trust & Compliance
Built for teams that need data control, transparency, and compliance certainty.
Open Source & MIT Licensed
Fully auditable code. No proprietary black boxes. 65K GitHub stars and 200+ contributors mean security through transparency.
GDPR-Compliant Self-Hosting
Run AnythingLLM on your own servers in any region. No data upload to third parties required. Supports local LLM models (Ollama, LM Studio) for complete on-premise inference.
No Per-Seat Licensing Minimums
Scale from 1 user to 1,000 users with the same plan. No licensing cliffs, no surprise seat additions, no vendor negotiations.
Managed Infrastructure Included
Daily encrypted backups, automatic SSL certificates, version updates, and 24/7 monitoring. You focus on search quality, we handle ops.
Frequently Asked Questions
Everything you need to know about moving from Glean to AnythingLLM.
Migration depends on what you're indexing. If you use Glean to index documents from Google Drive, Slack, or Jira, AnythingLLM can connect to the same sources directly—you simply re-index from those platforms rather than pulling data out of Glean. For custom indices, AnythingLLM imports standard formats (JSON, CSV, document files). We recommend running both in parallel during transition (typically 1-2 weeks) so your team has no downtime. Opsily's team can assist with the setup at no extra cost.
Ready to Reduce Your Enterprise Search Costs?
Join teams that left Glean and never looked back.