Monitoring platforms that detect data pipeline failures, anomalies, and quality issues before they impact downstream consumers.
Data Observability
AI-powered data and model monitoring platform detecting anomalies in data quality and ML performance.
Price position$79+ / month
Starting price: below the category median.Data Visualization
Data visualization and quality platform for AEC and enterprise data teams.
Price position$249+ / month
Starting price: above the category median.Service Mesh Platforms
HashiCorp Consul provides service discovery, service mesh, and configuration management for distributed systems across clouds and runtimes.
Price position$13+ / month
Price position: below this category's displayed range.Monitoring & Observability
Snowflake observability platform with cost, query, and workload monitoring.
Price position$100+ / month
Starting price: below the category median.AI Evaluation and Testing
Open-source ML monitoring tool for evaluating, testing, and monitoring data and model quality in production.
Price position$80 / month
Price position: below the category median.Data Pipeline Orchestration
Modern data orchestration platform combining lineage, alerting, and pipeline management in a single control plane.
Price position$150+ / seat / month
Starting price: at the category median.Data Observability
Data incident management platform helping teams prioritize data issues based on business impact.
Price position$500+ / month
Starting price: above the category median.Cloud Cost Optimization
Snowflake cost monitoring and optimization platform for data teams.
Price position$1,499+ / month
Starting price: above the category median.Data Pipeline Orchestration
Data operations platform for Apache Kafka with workflow automation for data pipeline management and monitoring.
Price position$333+ / month
Starting price: above the category median.Database Monitoring
AI-powered SQL query optimization for MySQL and Postgres.
Price position$79+ / month
Starting price: below the category median.Network Monitoring
Kentik provides network observability with flow data analysis, synthetics monitoring, and AI-driven insights for modern multi-cloud and hybrid networks.
Price position$2,000+ / month
Starting price: above the category median.Monitoring & Observability
Alerting and observability platform for monitoring business metrics across data sources.
Price position$59+ / month
Starting price: below the category median.Data Quality
Soda provides data quality testing using declarative check language.
Price position$750+ / month
Starting price: above the category median.Observability Platforms
Datadog is a cloud-scale monitoring and analytics platform that provides full-stack observability for infrastructure, applications, logs, and security. It unifies metrics, traces, and logs i...
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Log Management
Axiom is a log management and observability platform offering unlimited data ingest, fast querying, and real-time dashboards at a fraction of the cost of traditional log analytics tools.
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Observability Platforms
AppDynamics, a Cisco company, provides application performance monitoring and business observability that correlates IT performance with business outcomes in real time.
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Software
Open source dbt data observability platform with anomaly detection
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Data Observability
Real-time data quality platform using ML to detect anomalies and data drift in streaming pipelines.
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