Darktrace AI vs LangGraph
A direct comparison using the real catalog fields currently available for both products.
Last updated
Darktrace AI
Darktrace
LangGraph
LangChain
Enterprise pricing based on users and devices protected. Annual contracts. Contact Darktrace for pricing.
Open source and free. LangSmith Platform from $39/month for deployment. No separate LangGraph charge.
ISO 27001. SOC 2 compliant. GDPR compliant. FedRAMP authorised.
Open source: data handling per configured LLM providers. LangSmith deployment: review LangChain data handling policy.
Network traffic and device behaviour data processed by Darktrace's AI within the customer's environment or Darktrace's compliant infrastructure.
Data handling entirely through configured AI provider APIs. LangGraph itself does not transmit data. LangSmith deployment subject to LangChain's privacy policy.
- Detects novel threats that signature-based tools miss through behavioural anomaly detection
- Autonomous Response reduces time to containment for active threats
- Works across cloud, on-premise, IoT, and OT in one platform
- 9,200+ customers across critical infrastructure and diverse sectors
- Graph-based control flow enables iterative agent behaviour unavailable in simple chains
- Persistent state enables truly stateful multi-session agents
- Human-in-the-loop checkpoints essential for production agent safety
- Deep LangChain ecosystem integration for developers already on that stack
- Enterprise-only with significant implementation investment
- Autonomous response requires careful tuning to avoid false-positive containment
- High cost relative to specialised point solutions
- Steeper learning curve than CrewAI for developers new to graph-based thinking
- Complexity overkill for simple single-turn AI tasks
- LangChain dependency may be limiting for teams using other frameworks
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Darktrace AI best for
LangGraph best for
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