Google AI ModeJul 2, 2026
Imply: Built on Apache Druid, this is excellent for interactive, real-time analytics dashboards needing sub-second latency, often paired with Kafka.
Data as of Oct 14, 2026Based on 25,783 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Imply provides real-time analytics and observability capabilities powered by Apache Druid, including the managed service Imply Polaris and the federated log search tool Lumi.
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of 25,783 answers across Imply’s markets · since Jul 5
The market map
Real-Time Analytics Data PlatformsMentioned in
Share of answers in Real-Time Analytics Data Platforms each week · 142 answers since Jul 6
Each engine’s share of its own answers across Imply’s markets · since Jul 5
Where Imply ranks in AI