Sift vs. VirtualMetric Comparison


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About Sift is a unified observability platform purpose-built for modern, mission-critical hardware systems that provides engineers with infrastructure and tooling to ingest, store, normalize, and explore high-frequency, high-cardinality telemetry and event data from design, validation, manufacturing, and operations in a single source of truth rather than fragmented dashboards and scripts; it centralizes diverse data types, aligns signals across subsystems, and structures information for fast search, visual review, and traceability so teams can detect anomalies, perform root-cause analysis, automate verification and validation, and debug hardware with real-time precision. It supports automated data review, no-code visualization and querying of massive datasets, continuous anomaly detection, and integration with engineering workflows, including CI/CD pipelines and tooling, while enabling telemetry governance, collaboration, reporting, and knowledge capture across siloed teams.	About VirtualMetric is a powerful telemetry pipeline solution designed to enhance data collection, processing, and security monitoring across enterprise environments. Its core offering, DataStream, automatically collects and transforms security logs from a wide range of systems such as Windows, Linux, MacOS, and Unix, enriching data for further analysis. By reducing data volume and filtering out non-meaningful logs, VirtualMetric helps businesses lower SIEM ingestion costs, increase operational efficiency, and improve threat detection accuracy. The platform’s scalable architecture, with features like zero data loss and long-term compliance storage, ensures that businesses can maintain high security standards while optimizing performance.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Engineering and operations teams building and running complex physical machines that want to ingest, store, analyze, and act on high-volume telemetry and event data	Audience Enterprises and IT teams looking for an efficient, scalable telemetry pipeline solution to optimize security log collection, reduce SIEM costs, and ensure compliance in complex IT environments
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Free Trial	Pricing Free Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Sift United States www.siftstack.com	Company Information VirtualMetric Founded: 2016 Netherlands www.virtualmetric.com
Alternatives Apica	Alternatives DataBahn
Sawmills Sawmills.ai	Bindplane observIQ
Elastic Observability Elastic	Datadog
Pyroscope	Sematext Cloud Sematext Group
Elastic APM Elastic View All	Site24x7 ManageEngine View All
Categories Data Visualization Telemetry	Categories Change Management Data Pipeline Database Monitoring IT Infrastructure Monitoring Log Management Log Monitoring Network Monitoring Observability Root Cause Analysis Server Management Server Monitoring Telemetry
	Show More Features Change Management Features Approval Workflow Audit Trail Automated Notifications Change Calendar Change Planning Compliance Management Prioritization Release Management Task Management Tracking & Reporting Training Management Database Monitoring Features Anomaly Detection Autodiscovery Capacity Planning Dashboard Dependency Tracking Historical Trend Analysis Multitenancy Notifications / Alerts Performance Monitoring Permissions / Access Controls Predictive Analytics Prioritization Query Analysis Resource Optimization Troubleshooting Network Monitoring Features Bandwidth Monitoring Baseline Manager Diagnostic Tools Internet Usage Monitoring IP Address Monitoring Real Time Analytics Resource Management Server Monitoring SLA Monitoring Uptime Monitoring Web Traffic Reporting Server Management Features CPU Monitoring Credential Management Database Servers Email Monitoring Event Logs History Tracking Patch Management Scheduling User Activity Monitoring Virtual Machine Monitoring
Integrations Azure Local Microsoft Hyper-V Microsoft Sentinel	Integrations Azure Local Microsoft Hyper-V Microsoft Sentinel View All 3 Integrations
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