Most Commonly Comparedto Panoply

Best Panoply Alternatives for Small Businesses

Skyvia

Score 9.8 out of 10

Skyvia is a cloud platform for no-coding data integration (both ELT and ETL), automating workflows, cloud to cloud backup, data management with SQL, CSV import/export, creating OData services, etc. The vendor says it supports all major cloud apps and databases, and requires no software except a web browser.

Higher Rated Features

  • Data Source Connection
  • Data Modeling
  • Data Transformations

Best Panoply Alternatives for Medium-sized Companies

Astera Data Pipeline Builder (Centerprise)

Score 8.9 out of 10

Astera Data Pipeline Builder is a no-code solution for designing and automating data pipelines. It allows users to read and write data across various file formats, databases, and applications. Users can execute ETL and ELT pipelines manually, schedule automated reruns, or integrate them into broader data management processes.

Higher Rated Features

  • Data Source Connection
  • Data Transformations
  • Data Modeling

Confluent

Score 7.2 out of 10

Confluent Cloud is a cloud-native service for Apache Kafka used to connect and process data in real time with a fully managed data streaming platform. Confluent Platform is the self-managed version.

Higher Rated Features

There is not enough information to display features

Apache Airflow

Score 8.4 out of 10

Apache Airflow is an open source tool that can be used to programmatically author, schedule and monitor data pipelines using Python and SQL. Created at Airbnb as an open-source project in 2014, Airflow was brought into the Apache Software Foundation’s Incubator Program 2016 and announced as Top-Level Apache Project in 2019. It is used as a data orchestration solution, with over 140 integrations and community support.

Higher Rated Features

  • Workload Automation
  • Multi-platform scheduling
  • Central monitoring

Fivetran

Score 8.2 out of 10

Fivetran replicates applications, databases, events and files into a high-performance data warehouse, after a five minute setup. The vendor says their standardized cloud pipelines are fully managed and zero-maintenance. The vendor says Fivetran began with a realization: For modern companies using cloud-based software and storage, traditional ETL tools badly underperformed, and the complicated configurations they required often led to project failures. To streamline and accelerate analytics…

Higher Rated Features

  • Data Source Connection
  • Data Governance
  • Data Transformations

Best Panoply Alternatives for Enterprises

Control-M

Score 9.3 out of 10
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Control-M from BMC is a platform for integrating, automating, and orchestrating application and data workflows in production across complex hybrid technology ecosystems. It provides deep operational capabilities, delivering speed, scale, security, and governance.

Higher Rated Features

  • Workload Automation
  • Multi-platform scheduling
  • Central monitoring

Astera Data Pipeline Builder (Centerprise)

Score 8.9 out of 10

Astera Data Pipeline Builder is a no-code solution for designing and automating data pipelines. It allows users to read and write data across various file formats, databases, and applications. Users can execute ETL and ELT pipelines manually, schedule automated reruns, or integrate them into broader data management processes.

Higher Rated Features

  • Data Source Connection
  • Data Transformations
  • Data Modeling

Apache Airflow

Score 8.4 out of 10

Apache Airflow is an open source tool that can be used to programmatically author, schedule and monitor data pipelines using Python and SQL. Created at Airbnb as an open-source project in 2014, Airflow was brought into the Apache Software Foundation’s Incubator Program 2016 and announced as Top-Level Apache Project in 2019. It is used as a data orchestration solution, with over 140 integrations and community support.

Higher Rated Features

  • Workload Automation
  • Multi-platform scheduling
  • Central monitoring