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ETL software comparison

Panoply.io vs. Stitch vs. Improvado

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Comparison

Improvado

Improvado automates the annoying parts of data management. With Improvado, marketers are no longer at the mercy of non-scalable manual processes. Costly and valuable developer time is now freed up, no longer from having to create interfaces, host and maintain databases, normalize data, and visualize reports.

Panoply.io

Panoply.io is a cloud-based platform that makes syncing, storing, and accessing your data quick and easy. This simple and low-maintenance solution makes maneuvering sophisticated analytics a straightforward task without complex data engineering. With panoply.io, you’re able to access a code-free interface that you can use to power your BI tools. It provides you with analysis-ready data in minutes and industry-leading support available 24/7 to help you set up the platform.

Stitch

Stitch Data is a cloud-based ETL platform that allows connections between various databases, including MongoDB and MySQL. Additionally, it links SaaS tools such as Salesforce and Zendesk, allowing data in these tools to be replicated into a selected data warehouse. Consequently, this allows for the rapid movement of data between analysts and relevant team members.

Features comparison

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Approach
Marketing sources
Builds New APIs for Customers on Request
Create custom metrics and reports you need for existing connectors
Change configurations after the first setup
Ability to integrate Business Data
How often data sync
Connects to data warehouses? Data lakes?
Data normalization framework
Doesn't require tech resources from your side to maintain the database
Predictable pricing that scales
Professional Services Available for What You Don’t Have In House
Support SLA
Improvado
Enterprise-wide data platform
200+ data sources
Yes
Create custom metrics and reports you need for existing connectors
Yes
Yes
How often data sync
Yes / Yes
Data normalization framework
Doesn't require tech resources from your side to maintain the database
Yes
Yes
Yes | Enterprise SLA
Panoply.io
100 integrations
No
No
Yes
Yes / Yes
No
No
No
Stitch
ELT
Over 290 connectors
No
No
Yes
Yes / Yes
No
No
No

Connectors: Data sources and destinations

Improvado

Improvado streamlines data from 200+ marketing connectors. Such a range of data sources allows for in-depth cross-channel marketing analytics. With data from different channels on a single dashboard, you can build detailed marketing reports and track metrics like ROAS, CPL, CPA, ROMI, ROI, and many other custom indicators. Users get a single source of truth for all their marketing channels, along with a holistic view of their prospects’ devices, age, gender, preferred channels, and more.

Panoply.io

Panopoly provides over 290 connectors for databases, files, and data warehouses. It also connects to over 40 BI tools to go along with the data sources. Customers can request unlisted connectors via a request form. Developers are also allowed to create a custom connector at no extra cost.

Stitch

Stitch Data provides an integration service that supports over 100 data sources and eight data warehouse destinations. Customers can either submit requests for new connectors or develop custom connectors through Singer, an open-source toolkit.

Transformations

Panoply.io

Stitch

Support, documentation, and training

Improvado

Improvado’s data dictionary provides a complete overview of all marketing reports across different providers. The dictionary describes metrics, properties, dimensions, and more. Besides, Improvado provides an extensive library of dashboards and explains how to adjust them for your exact use case. If users can’t find the required information in Improvado’s documentation, they always have a dedicated support manager who will answer all their questions. Finally, companies that don’t have enough resources for adjusting dashboards and dealing with data operations can use Improvados’ Professional Services package to augment their in-house team with experienced offsite marketing experts.

Panoply.io

Panopoly allows users and prospects to contact the support team via a contact form and email address. Users are also encouraged to join the community forum. Documentation is contained in the platform’s knowledge base and blog site.

Stitch

Stitch provides support via a live chat portal. However, phone support is only available to Enterprise customers. The platform offers open-source documentation, so anyone can contribute to the repository. Users are also supported with a blog and a community forum. However, Stitch doesn’t provide any training service.

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