# Best ETL Software - 2026 Reviews & Pricing > Find the best ETL Software for your organization. Compare top ETL Software systems with customer reviews, pricing, and free demos. Source: https://www.softwareadvice.com/bi/etl-software-comparison/ --- [Home](https://www.softwareadvice.com/) / ETL Software Software Advice offers objective insights based on verified user reviews and independent product and market research. When our advisors match you to a software provider, we may earn a referral fee. # Best ETL Software of 2026 Updated July 21, 2026 On this page 1. Popular Comparisons 2. Buyers Guide 3. Related Software Filter products 171 results ### Compare Products Showing 1 - 25 of 171 products #### Company Size - Self-Employed - 2-10 - 11-50 - 51-200 - 201-500 - 501-1000 - 1000+ #### Pricing Options - $$$$$ - $$$$$ - $$$$$ - $$$$$ - $$$$$ ### Compare Products Sort by **Recommendations**: Sorts listings by the number of recommendations our advisors have made over the past 30 days. Our advisors assess buyers’ needs for free and only recommend products that meet buyers’ needs. Vendors pay Software Advice for these referrals. **Reviews**: Sorts listings by the number of user reviews we have published, greatest to least. **Average Rating**: Sorts listings by overall star rating based on user reviews, highest to lowest. **Alphabetically (A-Z)**: Sorts listings by product name from A to Z. ### Product: AWS AppSync [AWS AppSync](https://www.softwareadvice.com/bi/aws-appsync-profile/) 4.67 [(3)](https://www.softwareadvice.com/bi/aws-appsync-profile/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary AWS AppSync is a data migration solution that enables developers to design and build GraphQL-powered APIs that extract and combine data from databases, APIs, and other back-end systems. Create a GraphQL API within a matter of minutes and easily acquire insights during data updates. By implementing GraphQL, AWS AppSync provides access to real-time data using data querying, filtering, and caching capabilities. Users can easily synchronize data in offline and online mode using the Amplify DataStore, which can store all data locally when the system goes offline.... [Read more](https://www.softwareadvice.com/bi/aws-appsync-profile/) ### Best rated features: Multiple Data Sources 4.5 Monitoring 4.5 API 4.5 Data Storage Management 4.0 ### Worst rated features: Data Extraction 4.0 Data Connectors 4.0 Data Storage Management 4.0 [See all features](https://www.softwareadvice.com/bi/aws-appsync-profile/#key-features) ### Product: Skyvia [Skyvia](https://www.softwareadvice.com/data-extraction/skyvia-profile/) 4.85 [(116)](https://www.softwareadvice.com/data-extraction/skyvia-profile/reviews/) Best for:Data Import/Export ### Pricing availability Free trial: Available Free version: Available Software Advice Summary Skyvia is a cloud-based data integration, backup and management platform for businesses of all sizes. Key features include direct data integration between apps, scheduling settings for backup automation, a wizard to simplify local database connections, and more. Skyvia’s integration tool allows users to perform data import, export, replication and synchronization. Predefined mapping templates help with automated data mapping between different cloud sources. The data backup feature enables firms to secure data in an Azure GRS storage, run automatic backup operations and track changes between data sets. The online query tool provides solutions to manage and visualize data through insights and reports. Connect allows the creation of web API endpoints (OData and SQL) for databases and cloud applications without coding, which can be used to further integrate data via the OData protocol or to link to data analysis or reporting tools. Skyvia integrates with tools such as Google Suite, MailChimp, FreshBooks, Shopify, QuickBooks, Zendesk, Marketo, Netsuite, Salesforce and more. The solution is available on a monthly subscription basis, and support is provided via an online help desk.... [Read more](https://www.softwareadvice.com/data-extraction/skyvia-profile/) ### Best rated features: Integrations Management 5.0 Application Management 5.0 Data Cleansing 5.0 Automatic Backup 5.0 ### Worst rated features: Data Visualization 4.0 Query Builder 4.0 Match & Merge 4.0 Compression 4.0 [See all features](https://www.softwareadvice.com/data-extraction/skyvia-profile/#key-features) ### Basic $6.00/month [See full pricing details](https://www.softwareadvice.com/data-extraction/skyvia-profile/#pricing-and-plans) ### Product: BroadPeak [BroadPeak](https://www.softwareadvice.com/bi/k3-profile/) 4.95 [(39)](https://www.softwareadvice.com/bi/k3-profile/reviews/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary BroadPeak is a low-code data integration solution designed for energy and commodity trading firms, enabling seamless connectivity across cloud and on-premise applications. It supports a wide range of systems including E/CTRMs, trading platforms, general ledgers, order management systems, operations systems, and legacy software. With a robust library of off-the-shelf adapters, BroadPeak connects modern cloud-based applications with on-premise and legacy data sources, reducing integration complexity and eliminating bottlenecks. For applications without a pre-built connector, BroadPeak includes adapter templates that allow users to create and test connections quickly. Integrations can be configured and modified through an intuitive graphical user interface, with no coding experience required. This low-code approach empowers business users and technical teams alike to manage workflows, adjust integrations, and scale data pipelines without reliance on heavy IT development. Reliability and security are built into BroadPeak. Real-time email alerts notify users of access issues, failed data transfers, or configuration errors, ensuring rapid response to disruptions. Data is encrypted with 256-bit salted encryption for robust protection, and every user action is recorded in a complete audit trail, providing transparency and accountability. This combination of security, monitoring, and control helps firms meet regulatory standards and internal governance requirements with confidence. BroadPeak is purpose-built for the needs of trading, risk, and compliance teams. By removing friction from data integration, it simplifies the process of connecting systems, transforming data, and managing workflows in real time. Firms gain the ability to move faster, reduce manual effort, and take control of their data environment while maintaining accuracy and scalability. With global exchange and broker connectivity, BroadPeak delivers real-time, validated, and structured data that can be trusted across the enterprise. It integrates feeds from exchanges, brokers, and internal systems, ensuring trading, risk, and compliance teams work from a single, consistent view of information. This unified data foundation reduces errors, streamlines regulatory reporting, and strengthens surveillance and risk management programs. BroadPeak also provides advanced analytics capabilities to turn raw trade data into actionable insight. Real-time intelligence supports faster decision-making, greater transparency, and improved collaboration across trading desks, risk functions, and compliance. Whether managing position limits, reconciling clearing broker statements, or monitoring for market abuse, BroadPeak equips firms with the data infrastructure they need to stay compliant, reduce risk, and operate with confidence. BroadPeak combines the flexibility of low-code integration, the security of enterprise-grade infrastructure, and the depth of energy and commodities expertise to create a solution tailored for modern trading environments. By simplifying connectivity and enhancing transparency, BroadPeak enables firms to optimize their operations, strengthen compliance, and pursue trading opportunities with greater speed and control. Data integration serves as the foundation for BroadPeak's suite of solutions, which includes Trade Capture, Trade Reconciliation, Trade Allocation, Position Limits, Regulatory Reporting, and Trade Surveillance.... [Read more](https://www.softwareadvice.com/bi/k3-profile/) ### Best rated features: Dashboard 5.0 Metadata Management 5.0 Data Management 5.0 ETL 5.0 [See all features](https://www.softwareadvice.com/bi/k3-profile/#key-features) ### Basic Custom Pricing available upon request [See full pricing details](https://www.softwareadvice.com/bi/k3-profile/#pricing-and-plans) ### Product: Rivery [Rivery](https://www.softwareadvice.com/bi/rivery-profile/) 5.0 [(12)](https://www.softwareadvice.com/bi/rivery-profile/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary Rivery is a cloud-based solution that provides small to large enterprises with business intelligence tools to manage and automate data pipelines. It comes with a centralized dashboard, which enables users to gain insights into business operations, review organizational performance and generate activity reports using key performance indicators (KPI). Rivery allows enterprises to automatically add multiple client accounts in the system by combining and extracting data from various sources. It lets users streamline data flows and manage processes related to data extraction, transformation and loading (ETL). Additionally, organizations can utilize data orchestration capabilities to automate the entire data lifecycle, from preparing data to implementing decisions across operations. Rivery facilitates integration with various third-party applications such as Amplitude, Avantlink, Google AdWords, Hubspot, MailChimp, Instagram and more. Pricing is available on request and support is extended via phone, email and other online measures.... [Read more](https://www.softwareadvice.com/bi/rivery-profile/) ### Best rated features: Reporting & Statistics 5.0 Third-Party Integrations 5.0 Data Synchronization 5.0 Activity Dashboard 5.0 ### Worst rated features: Multiple Data Sources 4.0 [See all features](https://www.softwareadvice.com/bi/rivery-profile/#key-features) ### Basic $1.00/month [See full pricing details](https://www.softwareadvice.com/bi/rivery-profile/#pricing-and-plans) ### Product: Hevo [Hevo](https://www.softwareadvice.com/bi/hevo-profile/) 4.69 [(110)](https://www.softwareadvice.com/bi/hevo-profile/reviews/) Best for:Ease of use ### Pricing availability Free trial: Available Free version: Available Software Advice Summary Hevo is a no-code, bi-directional data pipeline platform specially built for modern ETL, ELT, and Reverse ETL Needs. It helps data teams streamline and automate org-wide data flows that result in a saving of ~10 hours of engineering time/week and 10x faster reporting, analytics, and decision making. The platform supports 100+ ready-to-use integrations across Databases, SaaS Applications, Cloud Storage, SDKs, and Streaming Services. Over 500 data-driven companies spread across 35+ countries trust Hevo for their data integration needs. Try Hevo today and get your fully managed data pipelines up and running in just a few minutes.... [Read more](https://www.softwareadvice.com/bi/hevo-profile/) ### Best rated features: Customer Database 5.0 Data Analysis Tools 5.0 Automatic Backup 5.0 Real-Time Reporting 5.0 [See all features](https://www.softwareadvice.com/bi/hevo-profile/#key-features) ### Free Custom Pricing available upon request For data teams that want to get started with analytics. Includes 1 million free events. ### Starter $299.00/month For data teams that want to scale up their analytics. Get 5 million events for this starter plan and scale up as per your needs. Save upto 20% when billed yearly.... [Read more](https://www.softwareadvice.com/bi/hevo-profile/#pricing-and-plans) ### Business Custom Pricing available upon request For large data teams with many data sources and high data volume. [See full pricing details](https://www.softwareadvice.com/bi/hevo-profile/#pricing-and-plans) ### Product: Nexla [Nexla](https://www.softwareadvice.com/bi/nexla-profile/) 4.89 [(9)](https://www.softwareadvice.com/bi/nexla-profile/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary Nexla is a hybrid business intelligence (BI) solution that helps analysts, business users and data engineers across various sectors to integrate, automate and monitor their incoming and outgoing data flows. Features include high volume processing, no-code sandbox, flex API technology and more. Nexla helps data professionals to detect schemas from data sources and integrate with complex, non-standard data APIs. The solution can connect to multiple formats such as CSV, XML, JSON, EDI and handle various data integrations that include API to Snowflake, API to Redshift, S3 to Bigquery, FTP to S3 and more. Additionally, Nexla enables users to create inter-organization data feeds that help them to receive data or send it to their partners. Users can also transform data to formats such as hashes, location specificity, mathematical operations, user agent conversions and string operations. Nexla can either be deployed on-premise or hosted in the cloud. Support is offered via email.... [Read more](https://www.softwareadvice.com/bi/nexla-profile/) ### Best rated features: Access Controls/Permissions 5.0 Job Scheduling 5.0 ETL 4.5 Alerts/Escalation 4.0 ### Worst rated features: Metadata Management 2.0 Real-Time Monitoring 3.0 Data Connectors 4.0 Third-Party Integrations 4.0 [See all features](https://www.softwareadvice.com/bi/nexla-profile/#key-features) ### Contact us Custom Pricing available upon request Contact Nexla for detailed pricing information. [See full pricing details](https://www.softwareadvice.com/bi/nexla-profile/#pricing-and-plans) ### Product: Funnel [Funnel](https://www.softwareadvice.com/bi/funnel-dashboards-reports-profile/) 4.74 [(19)](https://www.softwareadvice.com/bi/funnel-dashboards-reports-profile/reviews/) ### Pricing availability Free trial: Available Free version: Available Software Advice Summary Funnel is a marketing intelligence platform designed to aggregate data from various marketing channels and provide tools for reporting, measurement, and data export. It is used by digital marketers, data analysts, business intelligence teams, IT departments, and marketing agencies across industries such as e-commerce, retail, B2B, B2C, travel, hospitality, and finance. The platform helps organizations centralize marketing data to improve visibility into campaign performance. The platform includes a library of data connectors that link to marketing platforms, analytics tools, and advertising channels. It offers automated reporting features that generate real-time reports without requiring manual spreadsheet work. AI-based tools, such as marketing mix modeling and multi-touch attribution, are available to analyze campaign impact beyond last-click attribution. A conversational AI feature, Data Chat, allows users to query marketing data and receive instant summaries. No-code workflows enable users to unify marketing, analytics, and sales data and export it to destinations such as data warehouses or business intelligence tools without ongoing ETL maintenance. Funnel adheres to enterprise-grade security standards, including GDPR, CCPA, SOC 2, and ISO 27001 compliance. It processes large volumes of digital advertising data and supports active data sources. The platform handles data cleaning and unification to create analysis-ready datasets and eliminate reporting gaps. Reports can be personalized to align with brand requirements and scaled across multiple clients or business units.... [Read more](https://www.softwareadvice.com/bi/funnel-dashboards-reports-profile/) ### Best rated features: API 5.0 Website Analytics 5.0 Data Import/Export 4.0 Ad hoc Reporting 4.0 ### Worst rated features: Job Scheduling 1.0 Data Analysis Tools 3.0 Dashboard Creation 3.0 Keyword Tracking 3.0 [See all features](https://www.softwareadvice.com/bi/funnel-dashboards-reports-profile/#key-features) ### Starter $120.00 Begin your journey to data-driven marketing with Funnel's Free plan. ### Business $750.00/month Experience rock-solid business intelligence and powerful connectivity. ### Enterprise Custom Pricing available upon request Designed for organizations operating at scale with personalized, advanced onboarding. [See full pricing details](https://www.softwareadvice.com/bi/funnel-dashboards-reports-profile/#pricing-and-plans) ### Product: DigitalRoute [DigitalRoute](https://www.softwareadvice.com/data-management-platforms/digitalroute-profile/) 4.77 [(13)](https://www.softwareadvice.com/data-management-platforms/digitalroute-profile/reviews/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary DigitalRoute is a data management platform that helps businesses integrate the platform with any system within a company's IT infrastructure to gather, process, enhance, and distribute substantial volumes of usage data to billing and other quote-to-cash applications. It empowers businesses to deliver timely invoices while driving billing enhancements through data-driven insights. The software supports revenue assurance, revenue leakage, and entitlement enforcement in real-time and with extreme precision and is aligned with the customers' software deployment preferences.... [Read more](https://www.softwareadvice.com/data-management-platforms/digitalroute-profile/) ### Best rated features: Invoice History 5.0 Data Extraction 5.0 Online Invoicing 5.0 Workflow Management 5.0 ### Worst rated features: Reporting/Analytics 3.8 [See all features](https://www.softwareadvice.com/data-management-platforms/digitalroute-profile/#key-features) ### Basic Custom Pricing available upon request [See full pricing details](https://www.softwareadvice.com/data-management-platforms/digitalroute-profile/#pricing-and-plans) ### Product: Reeport [Reeport](https://www.softwareadvice.com/bi/reeport-profile/) 4.86 [(7)](https://www.softwareadvice.com/bi/reeport-profile/) ### Pricing availability Free trial: Available Free version: Available Software Advice Summary Reeport is a cloud-based data analytics platform, which helps businesses of all sizes automate the collection of data from multiple sources, visualize performance through graphical representations and gain insights by generating reports. Features include data standardization, multi-format support, design personalization, access control, alerts and custom filters and user segments. The application allows professionals to centralize and reconcile segregated data and transform it into actionable information by using normalization and cleaning techniques. Members can use Reeport's collaboration capabilities to share templates and data visualization components with teams. Additionally, administrators can monitor the usage of dashboards or reports and track data distribution across departments. Reeport offers integration with various third-party platforms such as Google Analytics, Facebook, Google Ads, HubSpot, LinkedIn, Twitter, Marketo, Adobe Campaign and more. It is available on annual subscriptions and support is provided via phone and email.... [Read more](https://www.softwareadvice.com/bi/reeport-profile/) ### Basic €35.00/month [See full pricing details](https://www.softwareadvice.com/bi/reeport-profile/#pricing-and-plans) ### Product: Snowplow BDP [Snowplow BDP](https://www.softwareadvice.com/master-data-management/snowplow-insights-profile/) 4.78 [(9)](https://www.softwareadvice.com/master-data-management/snowplow-insights-profile/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary Snowplow Insights is a cloud-based data collection platform that helps businesses of all sizes collect and store data from across the web in real-time. Key features include data processing, data pipeline maintenance, autoscaling and compliance management. Snowplow Insights enables businesses to control the data collection pipelines by running it on private cloud environments such as Amazon Web Services or Google Cloud Platform, ensuring information is stored in compliance with business protocols and industry-specific regulations. It enables users to track events and entities against associated data points and design data structures using event data modeling and schema-ing technology. It comes with a data quality management tool, which allows users to validate lost data, identify data quality issues and recover redundant data. Snowplow Insights facilitates integration with various third-party applications such as Mailchimp, Marketo, Zendesk, Olark and more. Pricing is available on monthly subscriptions and support is extended via email, documentation and other online measures.... [Read more](https://www.softwareadvice.com/master-data-management/snowplow-insights-profile/) ### Product: Flatirons Fuse [Flatirons Fuse](https://www.softwareadvice.com/data-entry/flatirons-fuse-profile/) 5.0 [(3)](https://www.softwareadvice.com/data-entry/flatirons-fuse-profile/) ### Pricing availability Free trial: Available Free version: Available Software Advice Summary Designed for small to large businesses, Flatirons Fuse is a data management tool that automatically translates and imports customer information from any source into its own database. Flatirons Fuse is the simplest way to bring in customer data from any source. Flatirons Fuse is easy to customize, members can change its look and feel until it matches their existing brand styles. It enables users to keep the data-entry interface consistent with the rest of their app, so customers don’t notice any drastic differences. Key features include pre-made templates, data validation, artificial intelligence (AI) and column matching. Pricing is based on monthly subscriptions and support is extended via chat and email.... [Read more](https://www.softwareadvice.com/data-entry/flatirons-fuse-profile/) ### Best rated features: Data Migration 5.0 Data Transformation 5.0 Data Connectors 5.0 Customer Database 5.0 ### Worst rated features: Email Address Extraction 2.0 Data Extraction 3.0 [See all features](https://www.softwareadvice.com/data-entry/flatirons-fuse-profile/#key-features) ### Basic Custom Pricing available upon request [See full pricing details](https://www.softwareadvice.com/data-entry/flatirons-fuse-profile/#pricing-and-plans) ### Product: Mozart Data [Mozart Data](https://www.softwareadvice.com/bi/mozart-data-profile/) 5.0 [(3)](https://www.softwareadvice.com/bi/mozart-data-profile/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary Backed by award-winning data analyst support, Mozart Data is the fastest way to set up scalable, reliable data infrastructure that doesn’t need to be maintained by you. Mozart Data’s all-in-one modern data platform includes ETL, a data warehouse, and data transformation tools, empowering anyone to easily centralize, organize, and analyze their data without engineering resources. Instead of piecing together multiple tools, companies get everything they need to spin up a data stack in an hour, get visibility into their data pipelines, and ensure their data is reliable.... [Read more](https://www.softwareadvice.com/bi/mozart-data-profile/) ### Best rated features: Query Builder 5.0 Alerts/Notifications 5.0 Ad hoc Reporting 5.0 Data Capture and Transfer 5.0 [See all features](https://www.softwareadvice.com/bi/mozart-data-profile/#key-features) ### Product: Upsolver [Upsolver](https://www.softwareadvice.com/bi/upsolver-profile/) 5.0 [(3)](https://www.softwareadvice.com/bi/upsolver-profile/) ### Pricing availability Free trial: Available Free version: Available Software Advice Summary Upsolver unlocks the value of business data by streamlining ETL operations and automating labor-intensive data engineering work. Analysts and developers can manage complex data structures such as IoT, app activity and server logs through a visual interface and SQL. Upsolver supports data lake ingestion from streaming sources (Kafka, AWS Kinesis), databases and object storage (AWS S3, Google Cloud Storage). A variety of data lake storage best practices are applied automatically including conversion to Parquet, partitioning on S3, and merging of small files. Businesses can transform and aggregate streaming data, including nested JSON, using a simple SQL statement or visual interface. Engineers can join multiple streaming sources and historical big data for analytics and machine learning, including stateful transformations. Upsolver allows users to send the transformed data to various destinations such as query engines (Athena, Presto), data warehouses (Redshift, MySQL), machine learning tools (SageMaker) or real-time applications via REST API.... [Read more](https://www.softwareadvice.com/bi/upsolver-profile/) ### Basic $1,000.00 [See full pricing details](https://www.softwareadvice.com/bi/upsolver-profile/#pricing-and-plans) ### Product: Datorios [Datorios](https://www.softwareadvice.com/bi/datorios-profile/) 5.0 [(2)](https://www.softwareadvice.com/bi/datorios-profile/) ### Pricing availability Free trial: Available Free version: Available Software Advice Summary Datorios is a streaming data processing hub, enabling seamless building, deployment, and monitoring of contextual data pipelines in minutes. Our engineering-centric solution features a serverless-like architecture and zero iteration development, offering under-a-minute processing intervals (beyond-batch) and accelerating development velocity by up to 70% compared to other solutions. Putting developers first, our high-performance platform combines complete code flexibility with advanced pipeline technologies equipping its users with the ability to design, implement and monitor data pipelines with mission-critical accuracy. Harnessing the power of Apache Kafka and Kubernetes, Datorios helps release bottlenecks found throughout data supply chain processes to provide data customers with higher quality data while greatly reducing the time and effort needed to achieve wanted results. Delivering solutions to tech startups and industry 4.0 leaders, helping them leverage both data and data teams, Datorios helps to reduce downtime, maintenance efforts, and overall data expenses, allowing companies to align more raw data to business questions.... [Read more](https://www.softwareadvice.com/bi/datorios-profile/) ### Best rated features: Data Capture and Transfer 5.0 Access Controls/Permissions 5.0 Job Scheduling 5.0 Data Synchronization 5.0 [See all features](https://www.softwareadvice.com/bi/datorios-profile/#key-features) ### Basic $1.50 [See full pricing details](https://www.softwareadvice.com/bi/datorios-profile/#pricing-and-plans) ### Product: Zuar Runner [Zuar Runner](https://www.softwareadvice.com/bi/mitto-profile/) 4.71 [(7)](https://www.softwareadvice.com/bi/mitto-profile/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary Utilizing the data that's spread across your organization shouldn't be so difficult! With Zuar Runner you can automate the flow of data from hundreds of potential sources into a single destination. Collect, transform, model, warehouse, report, monitor and distribute: it's all managed by Zuar Runner. Zuar is a leading provider of business intelligence solutions for companies of all sizes. Please contact us for more information.... [Read more](https://www.softwareadvice.com/bi/mitto-profile/) ### Best rated features: Data Connectors 5.0 Integrations Management 5.0 Access Controls/Permissions 5.0 High Volume Processing 5.0 ### Worst rated features: Customer Database 4.0 Accounting Integration 4.0 [See all features](https://www.softwareadvice.com/bi/mitto-profile/#key-features) ### Basic Custom Pricing available upon request [See full pricing details](https://www.softwareadvice.com/bi/mitto-profile/#pricing-and-plans) ### Product: ClicData [ClicData](https://www.softwareadvice.com/bi/clicdata-profile/) 4.62 [(145)](https://www.softwareadvice.com/bi/clicdata-profile/reviews/) Best for:Customer support ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary ClicData is a modern data platform providing data teams a complete set of tools: data integration, built-in data lakehouse, data cleaning and processing, analytics & machine learning, data streaming, visualizations and trigger-based automation. Whether you're looking for a BI solution for your organization or customers, to build a data exchange hub between systems, develop your predictive models, or simply publish real-time KPIs–ClicData is the cost-effective solution to achieve it. ClicData includes features such as: - Connectors to over 500+ data sources, cloud-based or on-premise - Scalable Data Lakehouse up to 8 TB of storage - Visual, drag-and-drop data pipeline builder with over 35 processing nodes - Python & SQL environment for advanced data processing or ML development - Dashboards & multi-page PDF reports builder - Powerful Scheduler for task, data updates, publication automation - Integrated AI to build, analyze, enrich and read your data.... [Read more](https://www.softwareadvice.com/bi/clicdata-profile/) ### Best rated features: Self Service Data Preparation 5.0 Conversion Tracking 5.0 Customizable Branding 5.0 Mobile Dashboards 5.0 ### Worst rated features: Data Quality Control 4.0 OLAP 4.0 [See all features](https://www.softwareadvice.com/bi/clicdata-profile/#key-features) ### Basic $265.00/month Ideal for small teams with strong data needs ### Team $475.00/month Bigger needs, more storage, more connectors ### Enterprise $760.00/month Everything you will ever need [See full pricing details](https://www.softwareadvice.com/bi/clicdata-profile/#pricing-and-plans) ### Product: Conversionomics [Conversionomics](https://www.softwareadvice.com/bi/conversionomics-profile/) 5.0 [(1)](https://www.softwareadvice.com/bi/conversionomics-profile/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary Conversionomics is an efficient data aggregation tool that offers a simple user interface that makes it easy to quickly build data API sources. From those sources, users can create interactive dashboards and reports using Conversionomics' templates and data visualization tools. Increase the rate analysts find trends and deliver insights with all data visualized in one convenient dashboard. Conversionomics works well with Google Analytics, Search Console, Sheets, AdWords, BigQuery, Facebook, Bing, Email, or users' own sources.... [Read more](https://www.softwareadvice.com/bi/conversionomics-profile/) ### Best rated features: OLAP 5.0 Scheduled/Automated Reports 5.0 Ad hoc Reporting 5.0 Data Mapping 5.0 ### Worst rated features: Forecasting 3.0 Activity Dashboard 3.0 [See all features](https://www.softwareadvice.com/bi/conversionomics-profile/#key-features) ### Basic $250.00/month [See full pricing details](https://www.softwareadvice.com/bi/conversionomics-profile/#pricing-and-plans) ### Product: Tranzactor [Tranzactor](https://www.softwareadvice.com/bi/tranzactor-profile/) 5.0 [(1)](https://www.softwareadvice.com/bi/tranzactor-profile/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary Tranzactor is an integrations tool for the logistics and trucking industry, which allows businesses to integrate data from a range of third party applications including TMW Suite, TruckMate, McLeod, MercuryGate, and more. The Tranzactor integration suite offers an A2A Integrator, which facilitates enterprise-wide process automation, and a EDI Integrator, which builds EDI into business processes. The Tranzactor A2A Integrator allows businesses to automate workflows, data transformation, and decision support. Users can design business logic flows using the drag and drop interface and integrate applications into workflows by selecting them from the extensive integration library. The Tranzactor EDI Integrator helps businesses to control their EDI costs by enabling automatic translation of EDI formatted documents and communication of data from multiple platforms. The system also automates document management processes such as mapping, monitoring, error tracking, and process execution.... [Read more](https://www.softwareadvice.com/bi/tranzactor-profile/) ### Product: Workato [Workato](https://www.softwareadvice.com/bi/workato-profile/) 4.62 [(85)](https://www.softwareadvice.com/bi/workato-profile/reviews/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary Workato is an integration platform as a service (iPaaS)-based business intelligence platform designed for organizations of any size. It enables IT teams and businesses to carry out enterprise-level integrations and process automation using artificial intelligence and machine learning technology. Features of Workato include data and app integration, process automation through clicks, built-in optimizations and more. The platform has an interface that allows technical and non-technical users to design simple and complex workflows. Additionally, it provides build interactive and intelligent custom chatbots to help facilitate and automate business operations. Workato integrates with various cloud and on-premise apps for customer relationship management, enterprise resource planning, human resources, messaging and more. It provides pre-built connectors for enterprise applications and lets users rollback to older versions, with an option to upgrade. Workato’s pricing is available on monthly subscriptions and support is provided through forum, email, chat and phone.... [Read more](https://www.softwareadvice.com/bi/workato-profile/) ### Best rated features: eCommerce Management 5.0 Real-Time Updates 5.0 Monitoring 5.0 Data Warehouse 5.0 ### Worst rated features: Mobile Access 3.3 ETL 3.3 [See all features](https://www.softwareadvice.com/bi/workato-profile/#key-features) ### Custom plan Custom Pricing available upon request We offer flexible pricing tailored to your business needs. Schedule a free demo and our team will reach out to you with the most suitable offer.... [Read more](https://www.softwareadvice.com/bi/workato-profile/#pricing-and-plans) [See full pricing details](https://www.softwareadvice.com/bi/workato-profile/#pricing-and-plans) ### Product: Integrate.io [Integrate.io](https://www.softwareadvice.com/bi/xplenty-profile/) 4.59 [(17)](https://www.softwareadvice.com/bi/xplenty-profile/reviews/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary Unify Your Data Stack: Experience the first no-code data pipeline platform and power enlightened decision making. Integrate.io is the only complete set of data solutions & connectors for easy building and managing of clean, secure data pipelines. Increase your data team's output with all of the simple, powerful tools & connectors you’ll ever need in one no-code data integration platform. Empower any size team to consistently deliver projects on-time & under budget. Integrate.io's Platform includes: -No-Code ETL & Reverse ETL: Drag & drop no-code data pipelines with 220+ out-of-the-box data transformations -Easy ELT & CDC :The Fastest Data Replication On The Market -Automated API Generation: Build Automated, Secure APIs in Minutes - Data Warehouse Monitoring: Finally Understand Your Warehouse Spend - FREE Data Observability: Custom Pipeline Alerts to Monitor Data in Real-Time... [Read more](https://www.softwareadvice.com/bi/xplenty-profile/) ### Best rated features: Data Management 5.0 Integrations Management 5.0 Multiple Data Sources 5.0 [See all features](https://www.softwareadvice.com/bi/xplenty-profile/#key-features) ### Basic $1,200.00/month [See full pricing details](https://www.softwareadvice.com/bi/xplenty-profile/#pricing-and-plans) ### Product: Atlan [Atlan](https://www.softwareadvice.com/data-collection/atlan-profile/) 4.50 [(2)](https://www.softwareadvice.com/data-collection/atlan-profile/) ### Pricing availability Free trial: Available Free version: Available Software Advice Summary The Atlan Collect platform helps businesses collect and track high-quality customer experience data. Also available on an easy to use mobile app, Atlan Collect is designed to work anywhere. The intuitively designed dashboard helps users easily create forms and collect responses providing insights immediately and also through integration with most BI tools. Atlan Collect also works without internet connection allowing users to collect responses even when a team is in the field. All data is instantly synced upon reconnection to the internet.... [Read more](https://www.softwareadvice.com/data-collection/atlan-profile/) ### Basic Custom Pricing available upon request [See full pricing details](https://www.softwareadvice.com/data-collection/atlan-profile/#pricing-and-plans) ### Product: Etleap [Etleap](https://www.softwareadvice.com/bi/et-leap-profile/) 4.0 [(1)](https://www.softwareadvice.com/bi/et-leap-profile/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary Etleap is a cloud-based AWS database management tool that allows users to analyze data from disparate sources. Users can add or modify new data sources and apply custom transformations to their datasets. It works with analytical tools such as ChartIO, Looker, Metabase, Periscope Data, Tableau and Zoomdata. Etleap is HIPAA-compliant and EU-US privacy shield certified. It provides end-to-end encryption and single sign-on support. The dashboard shows the status of data pipelines and allows users to drill down into data processing activities and individual pipeline properties. The software provides data access controls that allow users to decide which data to extract, how to analyze the data and how to load it into a data warehouse. Etleap integrates with data sources such as MySQL, Postgres, S3, Salesforce, Marketo, Google Analytics, Google AdWords and more. Pricing is subscription-based. Email and chat support is available.... [Read more](https://www.softwareadvice.com/bi/et-leap-profile/) ### Basic $1.00 [See full pricing details](https://www.softwareadvice.com/bi/et-leap-profile/#pricing-and-plans) ### Product: Adverity [Adverity](https://www.softwareadvice.com/bi/datatap-profile/) 4.50 [(26)](https://www.softwareadvice.com/bi/datatap-profile/reviews/) ### Pricing availability Free trial: Not available Free version: Not available Software Advice Summary Adverity is a data platform designed to automate the connectivity, transformation, and governance of marketing data. It supports marketing teams, analytics teams, agencies, and enterprise organizations in managing complex data operations through a centralized solution. The platform includes automated data connectivity with a library of pre-built connectors for marketing data sources, enabling direct collection to data warehouses. It cleans, harmonizes, and monitors data quality to maintain accuracy and consistency. AI-powered features support natural-language queries and automate workflows such as report creation, campaign optimization, and data preparation. Enterprise-grade data governance and security features include governed access controls and secure permissions, with certifications such as ISO/IEC 27001 and SOC 2 Type 2. Adverity enables teams to collaborate on data analysis and share insights across organizations. It supports scalable data operations with features such as bulk editing and flexible cloning. The platform allows data to be sent to various business intelligence tools or destinations within an organization's technology stack.... [Read more](https://www.softwareadvice.com/bi/datatap-profile/) ### Best rated features: Data Cleansing 5.0 Data Visualization 5.0 Dashboard 5.0 Data Quality Control 5.0 ### Worst rated features: Reporting/Analytics 4.0 Performance Metrics 4.0 Multiple Data Sources 4.0 Data Connectors 4.0 [See all features](https://www.softwareadvice.com/bi/datatap-profile/#key-features) ### Product: Dataddo [Dataddo](https://www.softwareadvice.com/bi/dataddo-profile/) 4.43 [(21)](https://www.softwareadvice.com/bi/dataddo-profile/reviews/) ### Pricing availability Free trial: Available Free version: Available Software Advice Summary Dataddo is the enterprise data integration platform built to eliminate the operational ownership risk of data movement. Acting as the connective backbone of your organization, we provide a fully managed connective layer that moves data from any SaaS, database, or file source to any destination - including AI agents. Our platform automatically handles API changes, schema drift, and sensitive data protection, providing full, granular visibility into every data flow across complex environments, including on-premise, hybrid, and cloud infrastructures. By treating data movement as mission-critical infrastructure rather than a project, Dataddo enables your engineering teams to deploy with total reliability, allowing them to focus on high-value AI outcomes instead of ongoing pipeline maintenance.... [Read more](https://www.softwareadvice.com/bi/dataddo-profile/) ### Best rated features: Web Data Extraction 5.0 Job Scheduling 5.0 Self Service Data Preparation 5.0 API 5.0 ### Worst rated features: Data Quality Control 2.0 Data Synchronization 3.0 Data Capture and Transfer 4.0 Pipeline Management 4.0 [See all features](https://www.softwareadvice.com/bi/dataddo-profile/#key-features) ### Free $0.00/month Sync data to any visualization tools on a weekly basis. Includes up to 3 data flows. ### Data to Dashboards $99.00/month Sync data to any visualization tools on an hourly basis. - 10 data flows: $99/month (billed annually) or $129/month (billed monthly) - 25 data flows: $199/month (billed annually) or $259/month (billed monthly) - 50 data flows: $359/month (billed annually) or $454/month (billed monthly)... [Read more](https://www.softwareadvice.com/bi/dataddo-profile/#pricing-and-plans) ### Data Anywhere $99.00/month Sync data between any sources and any destinations - 3 data flows: $99/month (billed annually) or $129/month (billed monthly) - 15 data flows: $299/month (billed annually) or $389/month (billed monthly) - 30 data flows: $449/month (billed annually) or $599/month (billed monthly)... [Read more](https://www.softwareadvice.com/bi/dataddo-profile/#pricing-and-plans) [See full pricing details](https://www.softwareadvice.com/bi/dataddo-profile/#pricing-and-plans) ### Product: Sesame Software [Sesame Software](https://www.softwareadvice.com/data-extraction/relational-junction-etl-manager-profile/) 4.31 [(16)](https://www.softwareadvice.com/data-extraction/relational-junction-etl-manager-profile/) ### Pricing availability Free trial: Available Free version: Not available Software Advice Summary Sesame Software gives enterprises complete control over their data. Our platform simplifies how organizations move, manage, and protect business-critical information across cloud, hybrid, and on-prem environments. With powerful replication, integration, migration, and backup capabilities, Sesame Software eliminates data silos and delivers a single, governed view of enterprise information—ready for analytics, compliance, and AI initiatives. Whether your goal is to centralize systems, modernize infrastructure, or ensure uninterrupted access to data, Sesame Software provides the flexibility, performance, and security needed to do it with confidence. Unified Data Management Sesame Software unifies every aspect of enterprise data management—replication, backup, recovery, export, and integration—into one streamlined platform. This eliminates the need for multiple point solutions and gives your team a single source of truth across all systems. Hybrid Deployment Flexibility Deploy in the cloud, on-premises, or in a hybrid model that fits your business. Our platform adapts to your infrastructure and scales effortlessly as your data and systems evolve. Unlimited Data Movement Stop worrying about storage limits or unpredictable costs. With unlimited data movement and flat annual pricing, you can move, back up, and replicate as much data as needed without paying per GB or per connection. Real-Time Data Access Ensure your teams always have the most current information available. Our near real-time replication keeps systems synchronized, enabling faster insights, better reporting, and more reliable decision-making. Comprehensive Data Protection Protect critical data across every environment. Sesame Software provides secure, automated backup and recovery tools with point-in-time restore options, ensuring your data is always safe and accessible. Compliance and Governance Built-in auditing, change tracking, and lineage features help meet the most stringent governance and compliance requirements. Maintain transparency and accountability across every stage of your data lifecycle. No-Code Configuration Empower your team with intuitive setup and automation. Sesame Software is built to be configured without complex coding, reducing IT overhead while maintaining full enterprise-grade control and security. Bring Your Own Storage Keep your data in your preferred environment—cloud, database, or on-prem infrastructure. Our Bring Your Own Storage model ensures your organization retains full ownership and control over where data lives. Data Prepared for Analytics and AI Deliver clean, consistent, and accessible data to the systems that power analytics and AI initiatives. Sesame Software makes it simple to structure, enrich, and deliver data wherever it’s needed most. Flat Annual Pricing Our pricing model is simple and predictable—no surprises, no per-GB charges, and no hidden fees. You can plan your data strategy with confidence, knowing your costs will remain consistent as your organization grows. Customer Success and Support From initial setup to ongoing optimization, our dedicated customer success team partners with you every step of the way. We help configure, monitor, and maintain your data environments for peak performance. Take control of your data. With Sesame Software, enterprises can securely connect, replicate, back up, and manage information across every system—cloud, on-prem, or hybrid—all from a single, powerful platform built for speed, simplicity, and scale.... [Read more](https://www.softwareadvice.com/data-extraction/relational-junction-etl-manager-profile/) ### Best rated features: Search/Filter 5.0 Data Capture and Transfer 5.0 Data Synchronization 5.0 Customer Database 5.0 ### Worst rated features: Version Control 1.0 [See all features](https://www.softwareadvice.com/data-extraction/relational-junction-etl-manager-profile/#key-features) ### Data Management Suite $1.00/year Sesame Software’s Data Management Suite is built for enterprises that need complete control over their data across every environment. It enables seamless replication, movement, and transformation of data between cloud and on-prem systems—without coding or complexity. With a hybrid deployment model, unlimited data movement, and flat annual pricing, the Data Management Suite helps teams centralize, govern, and mobilize data at scale. Whether you’re modernizing your architecture, enabling real-time analytics, or preparing for AI-driven initiatives, our suite delivers performance, security, and flexibility—all in one powerful platform.... [Read more](https://www.softwareadvice.com/data-extraction/relational-junction-etl-manager-profile/#pricing-and-plans) ### Core - Salesforce Backup and Recovery $500.00/year Our Core plan delivers essential backup and recovery features for growing businesses, including automated daily backups, smart restore tools, multi-org management, and secure storage—all with unlimited retention and proactive monitoring.... [Read more](https://www.softwareadvice.com/data-extraction/relational-junction-etl-manager-profile/#pricing-and-plans) ### Pro - Salesforce Backup and Recovery $500.00/year Our Pro plan adds advanced data management features for large enterprises, including GDPR compliance, metadata restore, and bring-your-own-storage flexibility—plus all Core features and an additional sandbox backup.... [Read more](https://www.softwareadvice.com/data-extraction/relational-junction-etl-manager-profile/#pricing-and-plans) [See full pricing details](https://www.softwareadvice.com/data-extraction/relational-junction-etl-manager-profile/#pricing-and-plans) 1 [2](https://www.softwareadvice.com/bi/etl-software-comparison/?page=2)[3](https://www.softwareadvice.com/bi/etl-software-comparison/?page=3)[4](https://www.softwareadvice.com/bi/etl-software-comparison/?page=4)[5](https://www.softwareadvice.com/bi/etl-software-comparison/?page=5)[6](https://www.softwareadvice.com/bi/etl-software-comparison/?page=6)[7](https://www.softwareadvice.com/bi/etl-software-comparison/?page=7) ## Popular Comparisons [ Workato vs Boomi ](https://www.softwareadvice.com/bi/dell-boomi-profile/vs/workato/)[ Supermetrics vs Power My Analytics ](https://www.softwareadvice.com/bi/power-my-analytics-profile/vs/supermetrics/)[ Hevo vs Skyvia ](https://www.softwareadvice.com/bi/hevo-profile/vs/skyvia/)[ Domo vs Matillion ](https://www.softwareadvice.com/bi/domo-profile/vs/matillion/) Inaccuracies in business data generate the wrong analyses and intelligence reports. This can result in poor decisions and failures, which will eventually be the downfall of a business. Sounds scary? Because it is. Your business needs an extract, transform, and load (ETL) solution that lets you define the frequency and cadence of data refresh. The software would ensure that the data in your reporting database is updated and accurate at all times. Your business intelligence (BI) software applies this data to get business insights, which then, allows you to make data-backed decisions. To understand why accuracy, relevance, and date in a database is important, let's look at the example of the school grading system. In each term, the subject score is totaled and students are assigned grades. If the scores in a subject are unavailable, the final grades can't be assigned. So, at the end of each term (frequency), you need all the scores (cadence). As ETL is a technical tool, you need to know its features and benefits before purchasing it. Ensure that the tool you select meets the frequency and cadence requirements of data upload, which means getting the desired reports in the stipulated amount of time. To help you select the right ETL solution for your business, we created this buyers guide to discuss the following topics: - [What is ETL software?](#WhatisETLsoftware) - [Common features of ETL software](#CommonfeaturesofETLsoftware) - [What type of buyer are you?](#Whattypeofbuyerareyou) - [Benefits of ETL software](#BenefitsofETLsoftware) - [Market trends to understand](#Markettrendstounderstand) ## What is ETL software? ETL software is a platform that helps businesses manage data transfer from different sources into the central database of a BI solution. These sources could include software applications (such as CRM and HR), data files (such as CSV and XML), in-house databases, and cloud-based data storage solutions. There are three components of an ETL solution: - **Extract:** Reads data from different databases and software solutions. - **Transform:** Performs data cleaning and formatting functions on the extracted data, so that its format (such as text, date, and numbers) is consistent with the data warehouse fields or headers (such as name, payment details, and contacts). - **Load:** Moves data after the second step (i.e., data transformation) to the data warehouse. This data can be loaded into either a cloud-based or an on-premise data warehousing solution. _ETL workflow in Altova (_[Source](https://www.altova.com/mapforce/etl-tool)_)_ ## Common features of ETL software The first step in purchasing an ETL solution to understand its features. This will help you shortlist products based on the offered capabilities, ensuring that the product you choose performs all the functions you need. The table below lists the common features of ETL software. **Data integration** Extracts data from different sources such as local servers and software applications. Some products offer built-in connectors that let users extract data from different software such as CRM and HR. **Job scheduling** Schedules and monitors the data importing and loading operations for different sources. For instance, you can set a data extraction operation every 12 hours. **Workflow interface** Provides users a graphical interface to design ETL workflows. This lets them easily perform ETL operations, as the process doesn't require a lot of technical know-how. **Data cleansing** Cleans data errors, such as truncation spaces and formatting issues, before uploading the data into the data warehouse. **Reporting** Provides users reports related to their ETL operations. These reports can include the amount of data transferred, time taken, and growth in data volume. ## What type of buyer are you? As ETL is a technical function, your technological proficiency will decide the type of software you should purchase. In this section, we analyze the needs and challenges of two types of software buyers. We've also identified the types of ETL software that each buyer type should consider for use. - **Small businesses with less technical expertise.** If your business doesn't have a dedicated IT staff, select a solution that offers built-in data connectors that allow smooth data transfers. This will help you extract data from different sources without having to manually code the operations. - **Businesses with dedicated IT teams.** Buyers with a dedicated IT team are better equipped to create custom data connections and managing solutions as they can fully understand technical issues. For this reason, buyers should choose a tool that offers advanced reporting, which can help them identify ways to improve their ETL operations. ## Benefits of ETL software The next step of the buyer journey is to understand the advantages of using the software. Understand the usefulness of the software, how it will suit your business, and things to focus on before making the final decision. Based on our research, here are a few benefits of ETL software: - **Accurate and real-time reporting.** The manual processes of data collecting, cleaning, and uploading are time consuming and prone to error. An ETL solution automates these steps, thus, helping you generate timely and accurate business reports. - **Automatic data sync.** It's hard to manually sync all the databases, which means that the generated reports aren't always accurate. For instance, if all your sales and purchase management systems aren't synchronized, profit estimates will be incorrect. ETL software ensures that all data sources are automatically synced with the BI database. - **Visual workflows.** ETL operations are purely technical and, if done manually, require programming knowledge. An ETL solution offers a visual workflow designer interface that lets you define all the data operations in a process. This provides a graphical representation of your data-related workflows. ## Market trends to understand While you decide on whether to implement an ETL solution in your organization, you should be aware of the relevant market trends. Find out which vendors are incorporating new technologies in their offerings because this could potentially give you first-mover advantage in the market. According to our research, **e\*\***vent streams being an integral part of ETL software will be the biggest market trend\*\*. Akin to live dashboards, event streams allow you to monitor the real-time information of your business functions. For example, shipment tracking streams let you track the real-time status and location of your shipments. Unlike the traditional ETL approach, in which data is refreshed at fixed intervals, event streams refresh data in real time. For this reason, the latter requires higher network bandwidth and more efficient data management. As demand for event streams in BI grows, we expect ETL vendors to incorporate it in their offerings by 2022. ### Related ETL Software - [Big Data Software](https://www.softwareadvice.com/bi/big-data-comparison/) - [Data Discovery Software](https://www.softwareadvice.com/bi/data-discovery-tools-comparison/) - [Data Entry Software](https://www.softwareadvice.com/data-entry/) - [Data Extraction Software](https://www.softwareadvice.com/data-extraction/) - [Data Management Software](https://www.softwareadvice.com/data-management/) - [Data Mining Software](https://www.softwareadvice.com/bi/data-mining-comparison/) - [Data Quality Software](https://www.softwareadvice.com/data-quality/) - [Database Software](https://www.softwareadvice.com/database-management-systems/) - [Integration Software](https://www.softwareadvice.com/bi/data-integration-tools-comparison/) - [Master Data Management Software](https://www.softwareadvice.com/master-data-management/)