About the Services
AWS Glue
AWS Glue is a serverless data integration tool from Amazon. It helps you extract data from other cloud services offered by Amazon Web Services (AWS). Then, incorporate it into data lakes and data warehouses. It offers a cost-efficient way to process data for good use in analytics and machine learning. AWS Glue provides a performance-optimized infrastructure for running Apache Spark for data integration. It supports batch and stream processing. And it speeds up data ingestion, processing, and integration.
AWS Glue covers various data integration scenarios. This includes ETL, ELT, reverse ETL, data ingestion, and replication.
AWS Glue encrypts all customer data at rest using industry-standard encryption algorithms. AWS Glue also provides customers with fine-grained access control over their metadata. It is compliant with various security standards such as SOC 1/2/3, PCI DSS Level 1, and HIPAA Eligible Service.
Zoho DataPrep
Zoho DataPrep is an AI-powered no code ETL data transformation and preparation tool that helps users clean, transform, enrich, and move data. Designed with an intuitive visual pipeline interface, it empowers non-technical users to manage data tasks without needing extensive coding skills. The platform offers built-in AI to prepare data easily and set up powerful automations to move data between systems.
Zoho DataPrep is part of the larger Zoho ecosystem and integrates seamlessly with Zoho products and other 100+ Connectors. It supports connections to a wide variety of data sources and destinations. You can build automated data pipelines to schedule recurring data preparation tasks. With hundreds of pre-built functions available, if you need advanced capabilities, you can use their AI-powered tools or integrate with OpenAI. With this, you can create complex transformations using natural language.
You can start with Zoho DataPrep for free. It is built for organizations of all sizes with transparent pricing, where you only pay for what you use. It prioritizes security with features like encryption and user access controls and enforces strong data security with certifications like GDPR, SOC2 and HIPAA.
Skyvia
Skyvia is a no-code cloud data integration platform for many data integration scenarios. It’s an all-rounder tool for ETL, ELT, Reverse ETL, data migration, one-way and bi-directional data sync, workflow automation, and more. Devart launched this fantastic product in 2014 for cloud data integration and backup.
Skyvia offers more than 200 ready-made data connectors. These are available for thousands of free users, including 2000+ paid customers. Big names like Hyundai and General Electric trust Skyvia to process their data. Its easy-to-use, drag-and-drop interface suits both IT professionals and business users. And don’t take our word for it. Listen to G2 reviewers about how easy it is to start and work with it. Data integration experts who used other tools can adapt with little to no help from support.
Skyvia has flexible pricing plans perfect for small startups and large enterprises. So, it makes it applicable to businesses of all sizes. Also, Skyvia’s freemium model allows users to start using it now and then decide if they need to upgrade later.
The safety of your data is also our prime concern. So, we hosted it in Microsoft Azure cloud, providing the best data security and privacy. It complies with a wide set of security standards, including SOC 2, ISO 27001, and many others.
 |  |  | |
|---|---|---|---|
| Focus | ETL, ELT, Reverse ETL, streaming. | Data ingestion, ETL, reverse ETL, migration, cleaning, preparation, enrichment, data orchestration. | Data ingestion, ELT, ETL, reverse ETL, data sync, workflow automation. |
| Skill level | Low-code, no-code solutions Or, coding in Python or Scala on complex scenarios. | Intuitive, visual interface with no-code transforms. Also features Ask Zia, an AI that allows for natural language interaction. | No-code wizard. Top-rated as one of the easiest ETL tools by G2. |
| Sources | JDBC-compatible connectors and Amazon ecosystem connectors. | 70+ | 200+ |
| Destinations | Supported data sources. | 30+ | Supported data sources, including databases, data warehouses, cloud apps and flat files. |
| Database replication | Full and incremental load. | Full table and incremental fetch via any timestamp column in database tables. | Full table and incremental via timestamp/autoincrement columns or change data capture. |
| Ability for customers to add new data sources | API for creating custom connectors. | By request. | Yes, by request or using REST API/GraphQL connector. |
| G2 customer satisfaction | 4.2 out of 5 94 reviews | 4.2 out of 5 12 reviews | 4.8 out of 5 300 Reviews |
| Peer Insights satisfaction | 4.2 173 Ratings | 4 out of 5 2 ratings | 4.8 105 Ratings |
| Developer tools | AWS Glue Studio, Console, CLI, and API. | REST API / Webhooks to build and orchestrate pipelines | REST and GraphQL connectors with the corresponding API. API to list, start, stop integrations, automations, backups, etc. and view results |
| Advanced ETL capabilities | Job bookmarking, parallel execution. | Visual ETL pipeline builder for creating automated, end-to-end data pipelines with 250+ pre-built transforms and data orchestration capabilities. | Visual ETL data pipeline designer with data orchestration capabilities. |
| Compliance and security certifications | SOC 1/2/3, HIPAA, GDPR, ISO 27001, 27017, and 27018, PCI DSS. | GDPR, SOC2, HIPAA. | SOC 2, HIPAA, GDPR, PCI DSS. ISO 27001 by Azure. |
| Purchase process | Use the free trial or talk to sales. | Self-service sign-up for Free and Standard plans. Enterprise plan requires contacting sales for a quote. | Self-service or sales. |
| Vendor lock-in | Pay-as-you-go. No minimum contract term. | Monthly or annual contracts, customers are free to cancel anytime. | Monthly or annual contracts. Free to cancel at any time. |
| Pricing | Pay-as-you-go. No minimum contract term. | Transparent, usage-based pricing. Forever Free plan available. | Transparent volume-based and feature-based pricing. Freemium model allows to start with a free plan. |
Connectors
AWS Glue
AWS Glue supports the following connection types:
• JDBC-compatible data sources,
• Amazon Relational Database Service (Amazon RDS),
• Amazon Redshift,
• Amazon DocumentDB,
• Kafka,
• MongoDB,
• MongoDB Atlas.
But there’s no mention of the latest number of data connectors available for AWS Glue.
AWS Glue provides an API for creating custom connectors. With this, you can connect to data sources unknown to AWS Glue.
Zoho DataPrep
Zoho DataPrep supports over 120+ connectors (and expanding..) for automated imports and exports. You can choose from local and cloud databases (MS SQL Server, Oracle, PostgreSQL, MySQL, Amazon Redshift, Snowflake, etc.), FTP servers, cloud storage services (Google Drive, Dropbox, OneDrive, Amazon S3), and business applications (Zoho CRM, Zoho Analytics, Salesforce, etc).
For on-premise data, Zoho DataPrep offers Databridge, a feature that helps seamlessly integrate on-premises data , ensuring a smooth hybrid environment. Users can also import data from any URL or REST API making it highly adaptable to various data sources.
Customers can also leave a request for any new data connector; and DataPrep will prioritize building it.
Skyvia
Skyvia offers more than 200 connectors, and more to come very soon. It supports connectors for CRMs, accounting, email marketing, e-commerce, human resources, marketing automation, payment processing, product management, all major databases and DWH, flat files, and more. It’s also not a problem whether your data is on-premise or in the cloud.
You can access your on-premise data with peace of mind using the Skyvia Agent. It allows you to connect to databases like SQL Server, MySQL, and more using an encrypted connection. You need to download the Skyvia Agent and install it. Then, download a secured key file and place it in the same folder as the Agent. The Agent is like an unbreakable metal door, and you use the key file to open that door to your on-premise data. You can also set it up so that Skyvia can access only the resources you specify and nothing else.
Customers can also leave a request for a new data connector. Skyvia prioritizes implementing requested connectors without additional payments.
Transformation
AWS Glue
AWS Glue can generate ETL code to transform source data into target schemas. Its graphical user interface (GUI) supports various types of transformations. These include handling missing values, filtering, mapping, aggregating, pivoting, and more.
If you prefer to code your transformations, AWS Glue supports Python and Scala.
Zoho DataPrep
Zoho DataPrep offers a comprehensive ETL solution with robust data transformation capabilities. It offers 250+ built-in transforms for cleaning, transforming, blending and enriching data, speeding up the data preparation and movement process. Users can easily identify and fix missing or inconsistent data, perform data quality analysis, and use smart cleansing features.
The platform stands out due to its AI-driven features. You can use Ask Zia, the AI assistant, to automate imports, perform various transforms, and schedule tasks with simple, natural language prompts. The AI Formula Builder allows you to create complex formulas by giving instructions in your natural language, and the Transform by Example feature learns how you want to change a column and applies it to the rest of your data. Zoho DataPrep also enables deeper analysis with AI, such as running sentiment and keyword analysis on customer feedback from support tickets, forms and emails.
In the end, you DON'T need to know any coding to use Zoho DataPrep.
Skyvia
Skyvia is a full-featured ETL service that allows powerful data transformations. It is a no-code solution allowing data splitting, conversion, lookups, and many more.
You can use the Skyvia Data Flow and Control Flow for advanced data pipelines. Transformations for these advanced pipelines are flexible. It supports extending your data with new columns, conditional flows, and summarized values. And all these you can do with parameters, variables, and more for flexibility without code.
Moreover, Skyvia has expression language to build formulas with many functions and includes AI assistant that can write expressions for you. It allows you convert or extract parts of the data or form new values to suit your needs. And if you love coding in SQL, Skyvia can further extend your transformation needs. It supports multiple joins, groupings, CASE expressions, and more in SELECT queries. And you can also use DML commands like INSERT, UPDATE, and DELETE.
Support
AWS Glue
AWS Glue provides different levels of support for its customers. These include Basic, Developer, Business, and Enterprise.
Basic support is free. And this includes access to AWS Trusted Advisor and AWS Personal Health Dashboard.
Developer support includes all Basic support features, then add a 12-hour response time resolution of cases.
Business support includes all Developer support features, plus 1-hour response time for cases and Infrastructure Event Management.
Enterprise support includes all Business support features, plus a dedicated Technical Account Manager (TAM) and Infrastructure Event Management with customizations.
You can reach AWS Glue customer support by creating a case in the AWS Support Center. AWS Glue provides an SLA of 99.9% availability for its service. If you need premium support, you can avail yourself of AWS Premium Support.
Zoho DataPrep
Zoho DataPrep offers access to chat, phone, knowledge base, community forum, email support, and a customer portal to all customers, along with free weekly webinars.
DataPrep also provides Personalized Demo and how-to videos to help users get started with lots of tutorials and user guides.
Skyvia
Skyvia offers free email, chat (on the website or in-app), and forum support for all customers. It also provides extensive documentation with lots of tutorials and user guides.
For paid customers, Skyvia offers a prioritized support including additional support options for Enterprise customers.
Pricing
AWS Glue
AWS Glue pricing depends on the number of Data Processing Units (DPUs) used per hour. DPUs are a measure of processing power and memory capacity. AWS Glue charges $0.44 per DPU hour. This means you pay only for what you use with no upfront costs or commitments.
AWS Glue also has Always Free AWS Glue 1 Million. It includes 1 million objects stored in the AWS Glue Data Catalog and 1 million requests/month.
Zoho DataPrep
Zoho DataPrep has a transparent, usage-based pricing model with three main tiers: Free, Standard, and Enterprise. There is a 15 days free trial (No credit card required).
So once you're ready, paid plans start from as low as $50 per month. Pricing is usage based and depends primarily on the volume of rows processed per month, which ranges from 2 million to over 100 million. Customers are free to cancel anytime.
Skyvia
Skyvia Data Integration is a freemium tool with an option to request a 14-day trial. So, price is not a barrier to entry.
And when you’re ready, paid plans start from $99 per month. Pricing tiers depend on a few factors. It includes the number of loaded records, scheduling frequency, and advanced ETL features. There are no sale commitments, and customers can upgrade or downgrade at any time. Check out a detailed comparison here.
If you doubt the price is worth it, check out review sites like G2. Aside from ease of use, reasonable pricing is one of the things Skyvia customers like. So, you can be sure the features you get are worth every penny.