"Multiplayer AI" — shared, governed company-wide agents across your stack.
Tool useMemoryRAGMulti-agent
Demo · hover to playLangdock vs Magicalwhich AI ops agent should you pick in 2026?
GDPR-native multi-model AI workspace with built-in agent builder — Europe's Glean alternative.
Tool useMemoryRAGMulti-agent
Langdock vs Magical — specs
| Spec | Langdock | Magical |
|---|---|---|
| Agent Rank | 77 / 100 (A) | 68 / 100 (B) |
| Autonomy | Semi-autonomous | Assistant |
| Pricing | Subscription · from $30 | Freemium · from $6 |
| Open source | No | No |
| Capabilities | Tool use, Memory, RAG, Multi-agent | Browser, Tool use |
| Integrations | 5 apps | 4 apps |
| Verified | — | Verified |
| Released | Feb 2025 | Apr 2024 |
Agent Rank breakdown
Langdock
Agent Rank
77/ 100
- Autonomy
- 8
- Capabilities
- 8
- Integrations
- 10
- Pricing
- 7
- Polish
- 7
- Verifiability
- 6
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Magical
Agent Rank
68/ 100
- Autonomy
- 7
- Capabilities
- 4
- Integrations
- 8
- Pricing
- 8
- Polish
- 7
- Verifiability
- 7
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Pros & cons
Langdock
Pros
- +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
Cons
- −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)
Magical
Pricing
Langdock
Free
Free
Individuals
- +1 workspace
- +GPT-4o + Claude
- +Limited connectors
Recommended
Pro
$30/seat/mo
Teams
- +Multi-model BYO
- +All connectors
- +Agent builder
Enterprise
Custom
Large EU orgs
- +SSO + audit
- +Custom retention
- +Dedicated EU tenant
Magical
Which one should you pick?
Langdock
Pick Langdock if you want the highest autonomy and the verification loop is in place.
Try Langdock →Magical
Pick Magical if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy.
Try Magical →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Langdock or Magical in 2026?+
Pick Langdock if you want the highest autonomy and the verification loop is in place. Pick Magical if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy. Most working teams running both can use Langdock for primary work and Magical for the workflows where its specific strengths matter.
What's the price difference between Langdock and Magical?+
Langdock starts at Subscription · from $30; Magical starts at Freemium · from $6. Magical 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, Langdock or Magical?+
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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