ExtraHop RevealX vs Soda

ExtraHop RevealX combines network detection and response, network performance management, intrusion detection, and packet forensics for enterprise security and IT teams. It analyzes packets and applications across network conversations using decryption, packet-level investigation, and cloud-scale machine learning. ExtraHop says out-of-band decryption handles up to 100 Gbps across more than 90 network and application protocols. RevealX detects encrypted threats and lateral movement; cloud-updated intrusion detection signatures cover known attacks. Packet Forensics supports capture across hybrid environments, global search, and packet viewing and analysis in the same platform, with packets retained alongside context. Deployment can be cloud-delivered or self-hosted with physical or virtual sensors; named options are SaaS RevealX 360 and on-premises RevealX Enterprise. Listed integrations include AWS, Jira, CrowdStrike, Cisco, Google Cloud, and Datadog. Subscriptions include Learning Hub access and self-directed learning and certification. Standard technical support is included, with 24/5 global coverage and weekend support for critical issues. Pricing is available on request, and a free trial is offered without a stated duration.

Soda is a data quality platform for monitoring production data, testing data through development and deployment, and investigating issues. Its machine-learning-powered observability looks for unexpected changes without requiring every rule to be set in advance. Teams can test data during development, deployment, transformation, and CI/CD workflows. Data contracts let producers and consumers specify expected schemas, data types, value ranges, and other constraints. Soda lists integrations including Databricks, Snowflake, PostgreSQL, Airflow, dbt, Slack, Microsoft Teams, Jira, and PagerDuty, and offers three deployment models for different infrastructure and privacy needs. Its listed database support includes Athena, BigQuery, Databricks SQL, Dremio, DuckDB, Fabric, MySQL, Oracle, PostgreSQL, Redshift, Spark Dataframe, Snowflake, SQL Server, Synapse, and Trino. The Free plan is free and includes pipeline testing, metrics observability, and alerting and ticketing integrations. Team is $750 a month; Enterprise has no listed price. Soda lists SOC 2 Type 2, SOC 3, DORA, and GDPR under compliance. It was founded in 2019 and lists locations in Chicago, Illinois, and Brussels, Belgium.