"Multiplayer AI" — shared, governed company-wide agents across your stack.
Tool UseMemoryRAGMulti-agent
Demo · hover to playGlean vs Langdockwhich AI ops agent should you pick in 2026?
Enterprise AI worker — unified search, work assistant, and custom agents grounded in your company knowledge.
RAGMemoryTool use
Glean vs Langdock — specs
| Spec | Glean | Langdock |
|---|---|---|
| Agent Rank | 82 / 100 (A) | 77 / 100 (A) |
| Autonomy | Assistant | Semi-autonomous |
| Pricing | Subscription · Free tier | Subscription · from $30 |
| Open source | No | No |
| Capabilities | RAG, Memory, Tool use | Tool use, Memory, RAG, Multi-agent |
| Integrations | 6 apps | 5 apps |
| Verified | Verified | — |
| Released | Feb 2025 | Feb 2025 |
Agent Rank breakdown
Glean
Agent Rank
82/ 100
- Autonomie
- 7
- Capacités
- 6
- Intégrations
- 10
- Tarification
- 9
- Maturité
- 7
- Vérifiabilité
- 10
Calculé automatiquement à partir de l'autonomie, des capacités, des intégrations, de la tarification, de la maturité et de la vérification éditoriale. Mis à jour à chaque déploiement. Comment est-ce calculé ?
Langdock
Agent Rank
77/ 100
- Autonomie
- 8
- Capacités
- 8
- Intégrations
- 10
- Tarification
- 7
- Maturité
- 7
- Vérifiabilité
- 6
Calculé automatiquement à partir de l'autonomie, des capacités, des intégrations, de la tarification, de la maturité et de la vérification éditoriale. Mis à jour à chaque déploiement. Comment est-ce calculé ?
Pros & cons
Glean
Pour
- +Single best enterprise knowledge agent in 2026 — instant grounding in your company data
- +Custom Agents (Glean Agents) let teams build internal workflows without code
- +Strong permission-aware retrieval — agents see only what users are allowed to
Contre
- −Enterprise-only — typically $50K+ ACV minimum
- −Initial connector setup takes weeks for full coverage
- −Pricier than ChatGPT Enterprise on a per-seat basis
Langdock
Pour
- +GDPR-native — built EU-first with German data residency and strict compliance defaults
- +Multi-model BYO (Anthropic, OpenAI, Google) without lock-in
- +Strong agent builder + connector library — Glean-class but priced for European mid-market
Contre
- −Smaller US presence and US partner ecosystem
- −Newer than Glean — fewer published US Fortune 500 case studies
- −Per-seat pricing adds up at scale (>50 users)
Pricing
Glean
Recommandé
Enterprise
Sur mesure
Enterprises 200+ employees
- +Unified search across 100+ apps
- +Work assistant + custom agents
- +SSO + enterprise data isolation
Langdock
Free
Gratuit
Individuals
- +1 workspace
- +GPT-4o + Claude
- +Limited connectors
Recommandé
Pro
$30/siège/mois
Teams
- +Multi-model BYO
- +All connectors
- +Agent builder
Enterprise
Sur mesure
Large EU orgs
- +SSO + audit
- +Custom retention
- +Dedicated EU tenant
Which one should you pick?
Glean
Pick Glean if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy.
Try Glean →Langdock
Pick Langdock if you want the highest autonomy and the verification loop is in place.
Try Langdock →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Glean or Langdock in 2026?+
Pick Glean if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy. Pick Langdock if you want the highest autonomy and the verification loop is in place. Most working teams running both can use Glean for primary work and Langdock for the workflows where its specific strengths matter.
What's the price difference between Glean and Langdock?+
Glean starts at Subscription · Free tier; Langdock starts at Subscription · from $30. Glean is the cheaper entry option. For team deployments the TCO can differ — use the AI Agent Rank TCO calculator for your specific volume.
Which is more autonomous, Glean or Langdock?+
Langdock is the more autonomous of the two (Semi-autonomous vs Assistant). Higher autonomy ships throughput faster but requires verification loops in place — see our autonomous-vs-copilot framing for when each tier wins.
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Tool UseMemoryRAGMulti-agentAgent IA intégré à Linear — triage les tickets, rédige des spécifications techniques et exécute des Workflows inter-équipes sur les tickets.
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Demo · hover to play
See more alternatives: alternatives to Glean · alternatives to Langdock
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