StackMatch / Compare / Glean vs Elasticsearch (Elastic)
Honest Tool Comparison

Glean vs Elasticsearch (Elastic)

An honest, context-aware comparison. No affiliate links. No paid placements. Just the data that helps you decide.

For most teams: Glean edges ahead on our scoring

Glean

enterprise
AI Search & Discovery

Enterprise AI search and assistant — unified search across all your SaaS apps with permission-aware answers.

Enterprise only — approximately $40–$50/user/month, annual contract.
⭐ 4.7 / 5

Elasticsearch (Elastic)

free
AI Search & Discovery

The most powerful search and analytics engine — full-text search, log analytics, and AI vector search.

Open-source (self-hosted free). Elastic Cloud: from $95/month. Enterprise: custom.

StackMatch Editorial verdicts

Bylined · No vendor influence
GleanBUY
The enterprise AI search tool that actually knows your stuff

Glean has become the default Work AI platform for Fortune 500 enterprises — $200M ARR, $7.2B valuation, and deep integrations across every major SaaS tool. The weak spot is overlap with Microsoft Copilot for M365-heavy shops; outside that, nothing competes.

Read full review →
Elasticsearch (Elastic)No editorial yet

This tool hasn't been reviewed yet by StackMatch Editorial. The data above is what we have so far.

What changed at each vendor

Glean
Glean raises $150M Series F at $7.2B valuation
Jun 10, 2025·funding·source ↗
Elasticsearch (Elastic)

No recent vendor changes tracked.

Side-by-Side Comparison

Objective metrics, no spin.

⭐ 4.7 (G2)
Rating
N/A
enterprise
Pricing tier
✓ Betterfree
medium✓ Better
Learning curve
steep
4–8 weeks for enterprise deployment with SSO and permissions
Setup time
1–3 weeks for production setup
6 listed✓ Better
Integrations
3 listed
large, enterprise
Best company size
medium, large, enterprise
Top Features
Unified search across 100+ SaaS apps
Permission-aware retrieval
Custom knowledge graph of your org
AI assistant with citations
Features
Top Features
Full-text and vector (kNN) search
Real-time log and security analytics
Kibana dashboards and observability
Machine learning for anomaly detection
Choose Glean if...

Companies of 500+ employees where knowledge lives across many SaaS tools and people lose hours daily searching.

Avoid Glean if...

Small teams — under ~200 people, ChatGPT Enterprise or Microsoft Copilot with basic connectors is dramatically cheaper.

Choose Elasticsearch (Elastic) if...

Engineering teams needing full-text search, log analytics, and observability in one platform. The standard for applications with complex search requirements.

Avoid Elasticsearch (Elastic) if...

Simple search needs or small teams without DevOps — Algolia is managed and much easier to run.

Both suited for: large, enterprise companies

Since both tools target large and enterprise companies, your decision should hinge on the specific use case above rather than company fit. Try the AI Advisor to get a recommendation tailored to your exact stack.

Still not sure? Describe your situation.

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Other AI Search & Discovery Tools to Consider

If neither is the right fit, these are the next best alternatives in the same category.

Algolia

free

AI-powered search and discovery API — the fastest search experience for any application.

View profile →

You.com

free

Enterprise AI search and research assistant — Perplexity-style answers with configurable models and privacy.

View profile →

Perplexity Enterprise Pro

enterprise

Enterprise tier of Perplexity with SOC 2, SSO, and data privacy — AI answers engine for knowledge workers.

View profile →
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