Censys Threat Hunting vs Query.AI Federated Detections: Side-by-Side Comparison (2026)

Censys Threat Hunting: Proactive threat hunting platform for detecting adversary infrastructure. built by Censys. Core capabilities include Censys Threats Dataset with intelligence on 155+ malware families, CensEye automated infrastructure correlation and detection, On-demand scanning for instant threat validation..

Query.AI Federated Detections: Runs security detections across distributed data sources without SIEM ingestion. built by Query.AI. Core capabilities include Federated detection execution across distributed data sources without ETL or data centralization, Detections authored in Federated Search Query Language (FSQL) with windowed aggregations, grouping, and threshold logic, Deterministic, scheduled detection execution with recorded evaluation windows and audit metadata..

Both serve the Threat Hunting market but differ in approach, feature depth, and target audience.

Censys Threat Hunting differentiates with Censys Threats Dataset with intelligence on 155+ malware families, CensEye automated infrastructure correlation and detection, On-demand scanning for instant threat validation. Query.AI Federated Detections differentiates with Federated detection execution across distributed data sources without ETL or data centralization, Detections authored in Federated Search Query Language (FSQL) with windowed aggregations, grouping, and threshold logic, Deterministic, scheduled detection execution with recorded evaluation windows and audit metadata.

Censys Threat Hunting is developed by Censys. Query.AI Federated Detections is developed by Query.AI. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit.

Censys Threat Hunting and Query.AI Federated Detections serve similar Threat Hunting use cases. Review the feature comparison above to determine which fits your requirements.