Ranked by G2 rating among products in the same category.
Databricks
by Databricks Inc. · 1,388 reviews
Google Cloud BigQuery
by Google · 1,223 reviews
IBM watsonx.data
by IBM · 173 reviews
Snowflake
by Snowflake, Inc. · 762 reviews
Apache Spark for Azure HDInsight
by Microsoft · 13 reviews
Amazon EMR
by Amazon Web Services (AWS) · 70 reviews
Cloudera
by Cloudera · 205 reviews
AWS Lake Formation
by Amazon Web Services (AWS) · 38 reviews
Microsoft SQL Server
by Microsoft · 2,289 reviews
Azure Synapse Analytics
by Microsoft · 38 reviews
Teradata Autonomous Knowledge Platform
by Teradata Autonomous Knowledge Platform · 374 reviews
Azure Data Lake Store
by Microsoft · 40 reviews
Posit Team
by Posit · 576 reviews
Kyvos Semantic Layer
by Kyvos Insights · 288 reviews
Confluent
by IBM · 117 reviews
Oracle Enterprise Management
by Oracle · 26 reviews
Google Cloud Dataprep
by Google · 16 reviews
Google Cloud Dataflow
by Google · 44 reviews
Starburst
by Starburst · 127 reviews
Dremio
by Dremio · 71 reviews
ILUM
by Ilum · 23 reviews
Azure HDInsight
by Microsoft · 17 reviews
Control-M
by BMC Software · 214 reviews
Rocket Vertica
by Rocket Software · 216 reviews
BMC AMI Data
by BMC Software · 75 reviews
Google Cloud Managed Service for Apache Spark
by Google · 18 reviews
Oracle Big Data Cloud Service
by Oracle · 14 reviews
Snowplow
by Snowplow · 31 reviews
Aerospike
by Aerospike · 83 reviews
Apache Ambari
by The Apache Software Foundation · 23 reviews
Hadoop HDFS
by The Apache Software Foundation · 141 reviews
Apache Apex
by The Apache Software Foundation · 15 reviews
Qubole
by Qubole · 259 reviews
Apache Chukwa
by The Apache Software Foundation · 10 reviews
SQL Buddy
by WinSCP · 11 reviews
Apache Beam
by The Apache Software Foundation · 16 reviews
Druid
by Druid · 31 reviews
GridGain
by GridGain Systems, Inc. · 15 reviews
Tinybird
by Tinybird · 14 reviews
Apache Storm
by The Apache Software Foundation · 12 reviews
Prophecy
by Prophecy · 31 reviews
Rayven
by Rayven · 29 reviews
Gathr.ai
by Gathr.ai · 34 reviews
Decodable
by Decodable · 16 reviews
GigaSpaces
by Gigaspaces · 14 reviews
Prefect
by Prefect · 125 reviews
Deep.BI
by Deep.BI · 10 reviews
Hazelcast Platform
by Hazelcast · 13 reviews
Denodo
by Denodo · 47 reviews
Pentaho Data Integration
by Pentaho · 17 reviews
