Darktrace ActiveAI Security Platform vs Upstream Platform: Side-by-Side Comparison (2026)

Darktrace ActiveAI Security Platform: AI-powered XDR platform for threat detection and autonomous response. built by Darktrace. Core capabilities include Self-learning AI for behavioral analysis, Real-time threat detection across email, identity, network, cloud, endpoint, and OT, Autonomous response capabilities..

Upstream Platform: Cloud-based XDR platform for connected vehicles and smart mobility ecosystems. built by Upstream. Core capabilities include Agentless cloud-based architecture, Data ingestion and normalization from automotive data streams, Live digital twin profiling of vehicles and IoT devices..

Both serve the Extended Detection and Response market but differ in approach, feature depth, and target audience.

Darktrace ActiveAI Security Platform differentiates with Self-learning AI for behavioral analysis, Real-time threat detection across email, identity, network, cloud, endpoint, and OT, Autonomous response capabilities. Upstream Platform differentiates with Agentless cloud-based architecture, Data ingestion and normalization from automotive data streams, Live digital twin profiling of vehicles and IoT devices.

Darktrace ActiveAI Security Platform is developed by Darktrace. Upstream Platform is developed by Upstream. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Darktrace ActiveAI Security Platform and Upstream Platform serve similar Extended Detection and Response use cases: both are Extended Detection and Response tools, both cover Anomaly Detection. Review the feature comparison above to determine which fits your requirements.