--- description: Detailed reviews on iceDQ based on features, pricing, usability, and ratings. Get a quick overview advantages and disadvantages thanks to GetApp United Arab Emirates. Compare iceDQ with similar products. image: https://gdm-localsites-assets-gfprod.imgix.net/images/getapp/og_logo-94fd2a03a6c7a0e54fc0c9e21a1c0ce9.png title: iceDQ Reviews, Prices & Ratings | GetApp UAE 2026 --- Breadcrumb: [Home](/) > [Testing Software](/directory/389/testing/software) > [iceDQ](/software/2075104/icedq) # iceDQ Canonical: https://www.getapp.ae/software/2075104/icedq Page: 1 / 2\ Next: [Next page](https://www.getapp.ae/software/2075104/icedq?page=2) > iceDQ is a purpose-built platform with integrated data testing, data monitoring and AI based data observability capabilities. iceDQ is the only platform that works across the entire data development lifecycle – development, QA, and production – ensuring robust data processes and reliable data. > > Verdict: Rated **4.7/5** by 14 users. Top-rated for **Likelihood to recommend**. ----- ## Overview ### Key benefits of iceDQ • Automates extract, transform, and load (ETL) testing to identify data issues in structured and semi-structured data • Supports SQL, Apache Groovy, Java, and APIs for end-to-end test automation • Compares data between source and target to identify issues • Centralized repository enables collaboration across teams and projects • It includes parametrization, a scheduler, audit history, reporting, a dashboard, import/export capabilities, alerts and notifications, DevOps integration, and more ## Quick Stats & Ratings | Metric | Rating | Detail | | **Overall** | **4.7/5** | 14 Reviews | | Ease of Use | 4.6/5 | Based on overall reviews | | Customer Support Software | 4.7/5 | Based on overall reviews | | Value for Money | 4.7/5 | Based on overall reviews | | Features | 4.5/5 | Based on overall reviews | | Recommendation percentage | 90% | (9/10 Likelihood to recommend) | ## About the vendor - **Company**: Torana - **Location**: Stamford, US - **Founded**: 2005 ## Commercial Context - **Starting Price**: $1,000.00 - **Pricing model**: Per User (Free Trial) - **Pricing Details**: We offer both Server-based and User-Based License. - **Target Audience**: 51–200, 201–500, 501–1,000, 1,001–5,000, 5,001–10,000, 10,000+ - **Deployment & Platforms**: Cloud, SaaS, Web-based, Windows (Desktop), Windows (On-Premise), Linux (On-Premise) - **Supported Languages**: English - **Available Countries**: United States ## Features - API - Alerts/Notifications - Customizable Reports - Data Extraction Software - Data Visualization Software - Drag & Drop - Hierarchical View - Monitoring - Move & Copy - Parameterized Testing - Quality Assurance - Reporting & Statistics - Requirements Management Software - Requirements-Based Testing - Supports Parallel Execution - Unicode Compliance - User Management - Version Control ## Integrations (6 total) - Alation - Jira - Manta - Microsoft Power BI - Slack - Tableau ## Support Options - Email/Help Desk - FAQs/Forum - Knowledge Base Software - Phone Support - 24/7 (Live rep) - Chat ## Category - [Testing Software](https://www.getapp.ae/directory/389/testing/software) ## Alternatives 1. [BrowserStack](https://www.getapp.ae/software/170655/browserstack) — 4.6/5 (754 reviews) 2. [TestMu AI](https://www.getapp.ae/software/111387/lambdatest) — 4.6/5 (543 reviews) 3. [ACCELQ](https://www.getapp.ae/software/111257/accelq) — 4.9/5 (130 reviews) 4. [Katalon Studio](https://www.getapp.ae/software/2050606/katalon-studio-1) — 4.4/5 (706 reviews) 5. [QA Wolf](https://www.getapp.ae/software/2047371/qa-wolf) — 5.0/5 (68 reviews) ## Reviews ### "My experience with iCEDQ (both tool and product team) has been very pleasant till date." — 5.0/5 > **Verified Reviewer** | *30 April 2018* > > **Pros**: The possibility of 'Continuous Integration' and ease of use of the software is something I like about this tool. Besides that it is bundled with functions that will make your day to day operations easier to handle. Today I can say my customers are confident of the data shown in my application because of iCEDQ\! That is the quality the tool offers\! I would also like to mention on the product team who have always been very supportive, very approachable and very professional with quick turn around on queries. All-in-all a very good experience with the software and the product team. > > **Cons**: Few initial hiccups with the infrastructure during the set up of the tool. Don't recall anything else besides this\! ----- ### "iCE Queen approved" — 5.0/5 > **Anna** | *16 March 2020* | Machinery | Recommendation rating: 10.0/10 > > **Pros**: The ease of use - the tool does the work for you We initially acquired iCEDQ to assist us with migrating platforms but the capabilities were much greater so we have been able to find many more uses for the tool. > > **Cons**: There is no physical manual (and this is not really a negative because the information is all online) > > Overall, I have had fast and great responses from the folks at iCEDQ. I have had nothing but excellent experiences with iCEDQ -- both the product and the staff ----- ### "Great product for Data crunching" — 4.0/5 > **Vaidehi** | *9 February 2021* | Leisure, Travel & Tourism | Recommendation rating: 8.0/10 > > **Pros**: Ability to process and analyze large quantities of data easily and quickly. Ability to schedule production monitoring rules through Scheduler. > > **Cons**: The UI could be more user friendly. Also ability to store and reuse data from one system and feed inot another system is missing. > > ICEDQ has been really beneficial to monitor data present in Production systems. ----- ### "Great product for data test automation initiative" — 5.0/5 > **Kirill** | *26 March 2020* | Insurance Software | Recommendation rating: 10.0/10 > > **Pros**: My department validates data across different platforms supporting Data Warehouse, ODS and Data Lakes. We release changes weekly into production. This tool allows me to work with large datasets across many different RDBMS (Oracle, SqlServer, etc), plus Hadoop/Hive. The look and feel of the interface is easy, testers can setup validation rules very quickly. > > **Cons**: Code repository for the rules/scripts. It would be nice to know which tester modified the rules last, and ability to version control them. > > We want to make sure data changes are implemented correctly prior to releasing code into production. This tool allows us to catch a lot of issues prior to prod release. It is a must have for any data shop that deals with large data transformations. ----- ### "UAT is much more accurate now" — 5.0/5 > **Sandy** | *1 December 2021* | Insurance Software | Recommendation rating: 10.0/10 > > **Pros**: Compare large amounts of data quickly Compare data across multiple databases \& servers Can create complex rules using scripting Easy to learn \& use Rules can be triggered by our UC4 scheduling software Updates to the software are quick \& easy Results are easy to understand Support is quick to respond and super helpful > > **Cons**: More examples or explanations of the features in the support documentation. Sometimes I want to learn more about an option or how to use something and the documentation shows an example or how to set something up, but doesn't explain why. A quick email to support resolves my questions though. > > I was using SQL queries and excel before iCEDQ. This tool was easy to install \& learn and my UAT is so much more accurate. I can compare entire tables now instead of just a subset. Being able to use scripting or set up complex expressions is also a plus. I have regression packs that run daily \& monthly that are triggered by UC4 scheduling so I can see any issue with the data first thing in the morning and alert the business users. ----- Page: 1 / 2\ Next: [Next page](https://www.getapp.ae/software/2075104/icedq?page=2) ## Links - [View on GetApp](https://www.getapp.ae/software/2075104/icedq) ## This page is available in the following languages | Locale | URL | | en | | | en-AE | | | en-AU | | | en-CA | | | en-GB | | | en-IE | | | en-NZ | | | en-SG | | | en-ZA | | ----- ## Structured Data