# Best Automation Testing Tools - Page 5

*By [Adam Crivello](https://research.g2.com/insights/author/adam-crivello)*


Automation testing tools control the execution of software tests. It simplifies the testing process for software engineers by using the minimum set of scripts, saving their teams time and money. These tools, typically utilized by large enterprises, allow teams to run pre-scripted tests on their applications before they are pushed into production. After running trials, these tools can report the outcomes and compare results to previous tests. The [best automation testing tools](https://learn.g2.com/best-automation-testing-software) can run tests repeatedly and at any point throughout the day. This function is critical to continuous delivery and continuous testing.

To qualify for inclusion in the Automation Testing category, a product must:

- Execute software tests
- Run outcome reports
- Compare outcomes to previous tests
- Carry out tests multiple times a day





## Top Automation Testing Tools at a Glance
| # | Product | Rating | Best For | What Users Say |
|---|---------|--------|----------|----------------|
| 1 | [BrowserStack](https://www.g2.com/products/browserstack/reviews) | 4.4/5.0 (3,308 reviews) | Cross-device automation testing without physical device labs | "[eliable Platform for Mobile and Web Testing Across Real Devices](https://www.g2.com/survey_responses/browserstack-review-10504282)" |
| 2 | [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews) | 4.6/5.0 (6,137 reviews) | AI-driven regression testing with agentic orchestration | "[Extending RPA Capabilities with Agentic AI](https://www.g2.com/survey_responses/uipath-agentic-automation-review-13049861)" |
| 3 | [Keysight Eggplant](https://www.g2.com/products/keysight-eggplant/reviews) | 4.2/5.0 (87 reviews) | Image and OCR-based cross-platform UI automation | "[A big relief for user understanding.](https://www.g2.com/survey_responses/keysight-eggplant-review-9423642)" |
| 4 | [Testsigma](https://www.g2.com/products/testsigma/reviews) | 4.4/5.0 (124 reviews) | No-code regression automation with AI self-healing | "[Easy Test Steps and API Requests with Helpful, Fast Support](https://www.g2.com/survey_responses/testsigma-review-12916988)" |
| 5 | [Katalon True Platform](https://www.g2.com/products/katalon-true-platform/reviews) | 4.4/5.0 (213 reviews) | Cross-platform regression automation with low-code scripting | "[Easy, Reliable Testing with Katalon’s All-in-One, Codeless Setup](https://www.g2.com/survey_responses/katalon-true-platform-review-12616009)" |
| 6 | [QA Wolf](https://www.g2.com/products/qa-wolf/reviews) | 4.8/5.0 (189 reviews) | Fully-managed E2E regression suite ownership | "[QA Wolf: Simple UI, Strong Automation Coverage, and Exceptionally Responsive Support](https://www.g2.com/survey_responses/qa-wolf-review-13037084)" |
| 7 | [Cyara Platform](https://www.g2.com/products/cyara-platform/reviews) | 4.7/5.0 (40 reviews) | Omnichannel IVR and AI chatbot regression testing | "[Very good tool for CX automation and IVR testing](https://www.g2.com/survey_responses/cyara-platform-review-12230122)" |
| 8 | [Harness Platform](https://www.g2.com/products/harness-platform/reviews) | 4.6/5.0 (300 reviews) | CI/CD pipeline testing with automated rollback | "[Best tool for cost optimization and Repository](https://www.g2.com/survey_responses/harness-platform-review-11543262)" |
| 9 | [ACCELQ](https://www.g2.com/products/accelq/reviews) | 4.8/5.0 (108 reviews) | Codeless end-to-end test automation with self-healing | "[Accelerating Test Automation While Reducing Maintenance Effort - ACCELQ](https://www.g2.com/survey_responses/accelq-review-12945051)" |
| 10 | [Testlio](https://www.g2.com/products/testlio/reviews) | 4.7/5.0 (75 reviews) | Hybrid QA coverage with on-demand automation | "[Testlio: A Source for Top-Notch Testers](https://www.g2.com/survey_responses/testlio-review-8770435)" |


## G2 Grid® for Automation Testing Tools
![G2 Grid® for Automation Testing Tools plotting products by satisfaction and market presence](https://www.g2.com/categories/automation-testing-tools/grids.png?focus%5B%5D=138773&focus%5B%5D=6218&focus%5B%5D=126538&focus%5B%5D=51074&focus%5B%5D=23650&focus%5B%5D=144446&focus%5B%5D=100655&focus%5B%5D=96648)
Highlighted products: BrowserStack, UiPath Agentic Automation, Keysight Eggplant, Testsigma, Katalon True Platform, QA Wolf, Harness Platform, and Cyara Platform.
Underlying data: [Grid® JSON](https://www.g2.com/categories/automation-testing-tools/grids.json?focus%5B%5D=browserstack&focus%5B%5D=uipath-agentic-automation&focus%5B%5D=keysight-eggplant&focus%5B%5D=testsigma&focus%5B%5D=katalon-true-platform&focus%5B%5D=qa-wolf&focus%5B%5D=harness-platform&focus%5B%5D=cyara-platform)


## How Many Automation Testing Tools Products Does G2 Track?
**Total Products under this Category:** 300

### Category Stats (Jul 2026)
- **Average Rating**: 4.46/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product**: Testsigma (+0.52%) - Among all products in this category, Testsigma recorded the largest rating increase compared to last month
*Last updated: July 13, 2026*


## How Does G2 Rank Automation Testing Tools Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 18,400+ Authentic Reviews
- 300+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.


## Which Automation Testing Tools Is Best for Your Use Case?

- **Leader:** [BrowserStack](https://www.g2.com/products/browserstack/reviews)
- **Highest Performer:** [ContextQA](https://www.g2.com/products/contextqa/reviews)
- **Easiest to Use:** [TestFirst](https://www.g2.com/products/testfirst/reviews)
- **Top Trending:** [QA Wolf](https://www.g2.com/products/qa-wolf/reviews)
- **Best Free Software:** [BrowserStack](https://www.g2.com/products/browserstack/reviews)


---

**Sponsored**

### Tricentis Neoload

"Tricentis NeoLoad is a performance testing solution designed to help engineering teams validate the performance, scalability, and reliability of web applications, APIs, and microservices under realistic load conditions. It is a type of load and performance testing platform that helps QA engineers, developers, and performance specialists simulate large numbers of virtual users and measure application behavior under stress, peak load, and endurance scenarios. NeoLoad combines protocol-based and browser-based test generation to support a wide range of application architectures, from legacy monolithic systems to modern microservices and cloud-native applications. Teams can design tests using a codeless interface, as-code (YAML), or scripted approaches, making the platform accessible to both technical and non-technical testers. The platform integrates with CI/CD pipelines to enable continuous performance testing as part of the software delivery workflow, and can convert existing Tricentis Tosca and Selenium functional test scripts into performance tests to accelerate test design and maintenance. Key capabilities include: - AI-powered agentic performance testing with a built-in AI chat interface and Model Context Protocol (MCP) support for natural-language, cross-tool workflows - RealBrowser technology for browser-based load simulation that reflects real user experience, using roughly 30% less memory and CPU than legacy browser-based tools - Performance testing as code with full CLI support for pipeline integration - Dynamic infrastructure provisioning across 70+ on-demand cloud locations from seven providers, with native support for Kubernetes, OpenShift, and other container orchestrators - Comprehensive SAP coverage including GUI, Fiori, RFC, and IDoc protocols - Support for legacy systems through Remote Terminal Emulation - Network virtualization that simulates real-world bandwidth, latency, and packet loss across 3G, 4G, and WiFi conditions - Automatic test script updates when applications change NeoLoad is particularly well suited for enterprises undergoing digital transformation, organizations with complex SAP landscapes, and DevOps teams looking to shift performance testing earlier in the development cycle. Results and analytics are surfaced through detailed dashboards and reports, giving teams actionable insight into bottlenecks, response times, error rates, and infrastructure resource consumption. NeoLoad also integrates with APM platforms such as Dynatrace, AppDynamics, New Relic, and Datadog, version control systems including Git and SVN, and open-source load testing tools like JMeter and Gatling for consolidated analysis."



[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=108&secure%5Bchosen_at%5D=2026-07-13T21%3A50%3A04Z&secure%5Bdisplayable_resource_id%5D=108&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=108&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=63606&secure%5Bresource_id%5D=108&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fautomation-testing-tools%3Fopen_modal_url%3D%252Fproducts%252Fheadspin%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fautomation-testing-tools%2526source%253Dcategory&secure%5Btoken%5D=992b7fa99429e96831e667f866104b8ee4274a2f70a8f379eb91150e62175b21&secure%5Burl%5D=https%3A%2F%2Fwww.tricentis.com%2Fproducts%2Fperformance-testing-neoload%3Futm_medium%3Dcpc%26utm_source%3Dg2clicks%26utm_campaign%3Dna_na_na_ams_en_2026-05%26utmc_placement%3Ddefault%26utmc_product%3Dna%26utmc_lptype%3Ddefault&secure%5Burl_type%5D=custom_url)

---

## What Are the Top-Rated Automation Testing Tools Products in 2026?
### 1. [Stack Moxie](https://www.g2.com/products/stack-moxie/reviews)
No-code automated monitoring with spunk. Stack Moxie works across your tech stack to give marketing and sales ops the confidence that systems are running flawlessly and a proactive heads up if they aren’t. - Stack Moxie monitors system by either creating test data or following data to make sure it is behaving as expected. Like observability for no-code tech stacks. - Stack Moxie alerts you the moment something fails by email or slack. - We then log results to prove compliance remediation, and then allow you to share detailed logging information to fix fails faster via email, sharable links or PagerDuty.


**Average Rating:** 4.8/5.0
**Total Reviews:** 11
**How Do G2 Users Rate Stack Moxie?**

- **Reliability:** 10.0/10 (Category avg: 8.7/10)
- **Thoroughness:** 10.0/10 (Category avg: 8.7/10)
- **Test Feedback:** 10.0/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10)

**Who Is the Company Behind Stack Moxie?**

- **Seller:** [Stack Moxie](https://www.g2.com/sellers/stack-moxie)
- **Year Founded:** 2018
- **HQ Location:** Seattle, Washington
- **Twitter:** @StackMoxie (193 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/7798808 (18 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Computer Software
- **Company Size:** 55% Small-Business, 36% Mid-Market



#### What Are Recent G2 Reviews of Stack Moxie?

**"[A Game-Changing Solution for Streamlining Marketing & Sales Tech Stack Management](https://www.g2.com/survey_responses/stack-moxie-review-8044346)"**

**Rating:** 5.0/5.0 stars
*— AKHIL G.*

[Read full review](https://www.g2.com/survey_responses/stack-moxie-review-8044346)

---

**"[Comprehensive testing across your Sales & Marketing tech stack.....as advertised!](https://www.g2.com/survey_responses/stack-moxie-review-8066652)"**

**Rating:** 5.0/5.0 stars
*— Vic D.*

[Read full review](https://www.g2.com/survey_responses/stack-moxie-review-8066652)

---


#### What Are G2 Users Discussing About Stack Moxie?

- [What is Stack Moxie used for?](https://www.g2.com/discussions/what-is-stack-moxie-used-for) - 1 comment

### 2. [Preflight](https://www.g2.com/products/preflight/reviews)
Preflight is an AI-driven, automated web testing tool that generates web testing scripts in seconds. Unlock the full potential of your web testing with Preflight's no-code AI-driven solution. Experience lightning-fast, automated test execution without a line of code. Achieve error-free, high-performing test cases with ease.


**Average Rating:** 4.5/5.0
**Total Reviews:** 13
**How Do G2 Users Rate Preflight?**

- **Reliability:** 8.3/10 (Category avg: 8.7/10)
- **Thoroughness:** 8.3/10 (Category avg: 8.7/10)
- **Test Feedback:** 8.3/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10)

**Who Is the Company Behind Preflight?**

- **Seller:** [Preflight](https://www.g2.com/sellers/preflight)
- **Year Founded:** 2018
- **HQ Location:** Chicago Greater Area, US
- **LinkedIn® Page:** https://www.linkedin.com/company/18909358 (10 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Computer Software
- **Company Size:** 77% Small-Business, 23% Mid-Market



#### What Are Recent G2 Reviews of Preflight?

**"[Next gen UI testing](https://www.g2.com/survey_responses/preflight-review-7699103)"**

**Rating:** 4.5/5.0 stars
*— Devin L.*

[Read full review](https://www.g2.com/survey_responses/preflight-review-7699103)

---

**"[Great tool for automated testing!](https://www.g2.com/survey_responses/preflight-review-7726920)"**

**Rating:** 5.0/5.0 stars
*— Jeleny B.*

[Read full review](https://www.g2.com/survey_responses/preflight-review-7726920)

---


#### What Are G2 Users Discussing About Preflight?

- [What does Preflight do?](https://www.g2.com/discussions/preflight-what-does-preflight-do)
- [What does Preflight do?](https://www.g2.com/discussions/what-does-preflight-do)
- [What is the use of Preflight?](https://www.g2.com/discussions/what-is-the-use-of-preflight)
- [What is preflight process?](https://www.g2.com/discussions/what-is-preflight-process)
- [What is the function of preflight software?](https://www.g2.com/discussions/what-is-the-function-of-preflight-software) - 1 comment

### 3. [BotGauge](https://www.g2.com/products/botgauge/reviews)
BotGauge is a fully managed Autonomous QA partner for engineering teams that ship fast. Powered by agentic AI, BotGauge deploys AI QA agents paired with domain QA experts to generate, execute, and maintain test coverage across your entire product, without adding headcount or management overhead.


**Average Rating:** 4.6/5.0
**Total Reviews:** 9
**How Do G2 Users Rate BotGauge?**

- **Reliability:** 9.4/10 (Category avg: 8.7/10)
- **Thoroughness:** 9.2/10 (Category avg: 8.7/10)
- **Test Feedback:** 9.2/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.2/10)

**Who Is the Company Behind BotGauge?**

- **Seller:** [BotGauge](https://www.g2.com/sellers/botgauge)
- **Year Founded:** 2024
- **HQ Location:** Dover, US
- **LinkedIn® Page:** https://www.linkedin.com/company/botgauge/ (18 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 56% Small-Business, 44% Mid-Market


#### What Are BotGauge's Pros and Cons?

**Pros:**

- Ease of Use (4 reviews)
- Automation (3 reviews)
- Debugging Features (2 reviews)
- Easy Testing (2 reviews)
- Flexibility (2 reviews)

**Cons:**

- Cloud Limitations (2 reviews)
- Limited Mobile Support (1 reviews)
- Poor Reporting (1 reviews)
- Resource Limitations (1 reviews)
- Slow Performance (1 reviews)


### What Do G2 Reviewers Say About BotGauge?
*AI-generated summary from verified user reviews*

**Pros:**

- Users admire the **ease of use** of BotGauge, praising its intuitive interface that simplifies automation and test creation.
- Users praise the **ease of automation** with BotGauge, highlighting its user-friendly interface and efficient AI capabilities.
- Users praise the **best debugging features** of BotGauge, effectively addressing flaky test challenges and enhancing reliability.
- Users value the **super easy test creation** in BotGauge, empowering product teams to enhance their testing efficiency.
- Users value the **flexibility** of BotGauge, appreciating its customization options and ease of automation setup.

**Cons:**

- Users express frustration over **cloud limitations** like GPU support, lack of trials, and script download restrictions.
- Users find **limited mobile support** a drawback, as it hinders smooth usage on resource-demanding tasks.
- Users feel that BotGauge's reports could improve with a more **dashboard-like presentation** for better clarity and insights.
- Users find BotGauge's **resource limitations** problematic, requiring GPU support and lacking an open trial option for testing.
- Users experience **slow performance** with BotGauge, requiring better resources and local deployment options for optimal use.

#### What Are Recent G2 Reviews of BotGauge?

**"[Clear, Simple, and Super Helpful](https://www.g2.com/survey_responses/botgauge-review-11429687)"**

**Rating:** 5.0/5.0 stars
*— Kritika K.*

[Read full review](https://www.g2.com/survey_responses/botgauge-review-11429687)

---

**"[BotGuage has simplified my automation journey with its intuitive, no-code features.](https://www.g2.com/survey_responses/botgauge-review-11342820)"**

**Rating:** 4.0/5.0 stars
*— syambasiva k.*

[Read full review](https://www.g2.com/survey_responses/botgauge-review-11342820)

---



### 4. [Functionize](https://www.g2.com/products/functionize/reviews)
Functionize delivers an intelligent testing platform that incorporates AI and machine learning technologies to automate the painstaking software testing process. We work with teams of all sizes and skill sets to improve test creation, eliminate test flakiness and accelerate releases with elastic scale testing in the cloud. By taking a machine learning approach to quality, Functionize enables enterprises to deliver higher-quality software faster. Functionize is recognized by Gartner on their list of Cool Vendors in Agile and DevOps for innovation and is trusted by leading enterprises including Zillow, Hewlett Packard, Farmers Insurance, Honeywell and Logitech.


**Average Rating:** 4.6/5.0
**Total Reviews:** 11
**How Do G2 Users Rate Functionize?**

- **Reliability:** 8.9/10 (Category avg: 8.7/10)
- **Thoroughness:** 8.3/10 (Category avg: 8.7/10)
- **Test Feedback:** 8.9/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.2/10)

**Who Is the Company Behind Functionize?**

- **Seller:** [Functionize](https://www.g2.com/sellers/functionize)
- **Year Founded:** 2014
- **HQ Location:** Walnut Creek, California
- **Twitter:** @Functionize (2,223 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/functionize/ (147 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 45% Small-Business, 27% Mid-Market


#### What Are Functionize's Pros and Cons?

**Pros:**

- Automation (4 reviews)
- Functionality (3 reviews)
- Customer Support (2 reviews)
- Ease of Use (2 reviews)
- Flexibility (2 reviews)

**Cons:**

- Difficult Learning (1 reviews)
- Learning Curve (1 reviews)
- Slow Performance (1 reviews)
- Slow Testing (1 reviews)
- Testing Issues (1 reviews)


### What Do G2 Reviewers Say About Functionize?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **powerful automation** and AI-driven self-healing of Functionize, enhancing test maintenance and efficiency.
- Users appreciate the **advanced self-healing and AI-driven testing features** of Functionize, enhancing test management efficiency.
- Users commend the **fantastic customer support** of Functionize, enhancing their overall experience with the product.
- Users appreciate the **ease of use** of Functionize, making testing accessible for both technical and non-technical team members.
- Users appreciate the **flexibility** of Functionize, enabling seamless integration and adaptability to various testing environments.

**Cons:**

- Users experience a **difficult learning curve** with Functionize's AI and NLP features, requiring time to adapt and master.
- Users face a **learning curve** with Functionize's advanced AI and NLP features, requiring time to adapt effectively.
- Users often experience **slow performance** during test case execution, leading to frustrating delays and VM assignment issues.
- Users experience **slow test case execution** and delays in VM assignment, impacting overall testing efficiency.
- Users experience **testing issues** with slow test case execution and problems with visual check screenshots failing to identify errors.

#### What Are Recent G2 Reviews of Functionize?

**"[The intelligent test automation tool with powerful AI capabilities](https://www.g2.com/survey_responses/functionize-review-8104133)"**

**Rating:** 4.5/5.0 stars
*— Sagar D.*

[Read full review](https://www.g2.com/survey_responses/functionize-review-8104133)

---

**"[Test Automation Made Easy with Functionize](https://www.g2.com/survey_responses/functionize-review-8103524)"**

**Rating:** 4.5/5.0 stars
*— Yash A.*

[Read full review](https://www.g2.com/survey_responses/functionize-review-8103524)

---



### 5. [TestDino](https://www.g2.com/products/testdino/reviews)
TestDino is an AI-native test intelligence and management platform built for Playwright. QA engineers, developers, and managers debug failures, detect flaky tests, optimize CI, and run test suites, from the dashboard or in natural language via its MCP server (Claude Code, Cursor, Copilot, ChatGPT, or any MCP-compatible tool). Key Features: - One-step setup: a single tdpw upload line into any CI (GitHub, GitLab, Azure DevOps, TeamCity); ingests traces, video, and logs in under 10 minutes. - CI optimization: rerun only failed tests; GitHub CI Checks block merges that miss per-environment quality gates. - Flaky detection with root-cause type and per-test stability %. Evidence in one place: built-in trace viewer, screenshots, video, console logs, visual diffs, error grouping. - Test management: suites, manual runs, releases, exploratory sessions, per-file coverage, AI Test Audit. - Enterprise security: ISO 27001, SOC 2 Type II, GDPR, project-level AI controls, role-based permissions. Value: TestDino manages Playwright test data at scale, unifying reporting, debugging, and management to cut triage time and CI cost — enabling data-driven releases. Free tier; Pro $39/mo.


**Average Rating:** 4.9/5.0
**Total Reviews:** 10
**How Do G2 Users Rate TestDino?**

- **Reliability:** 8.9/10 (Category avg: 8.7/10)
- **Thoroughness:** 8.9/10 (Category avg: 8.7/10)
- **Test Feedback:** 10.0/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10)

**Who Is the Company Behind TestDino?**

- **Seller:** [TestDino](https://www.g2.com/sellers/testdino)
- **Year Founded:** 2025
- **HQ Location:** San Francisco, California, United States
- **LinkedIn® Page:** https://www.linkedin.com/company/testdino (11 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Small-Business


#### What Are TestDino's Pros and Cons?

**Pros:**

- Ease of Use (3 reviews)
- Customer Support (2 reviews)
- Dashboard Management (2 reviews)
- Easy Setup (2 reviews)
- Setup Ease (2 reviews)

**Cons:**

- Learning Curve (1 reviews)
- Setup Difficulty (1 reviews)


### What Do G2 Reviewers Say About TestDino?
*AI-generated summary from verified user reviews*

**Pros:**

- Users find TestDino to be **exceptionally easy to use** , with an intuitive interface and straightforward setup process.
- Users commend the **excellent customer support** from TestDino, noting quick responses and helpful guidance when needed.
- Users find TestDino's **dashboard management** effective, providing comprehensive analytics and seamless integration with GitHub.
- Users find the **easy setup** of TestDino refreshing, appreciating its intuitive interface and straightforward installation.
- Users appreciate the **straightforward setup process** of TestDino, making it easy and enjoyable to use.

**Cons:**

- Users find the **learning curve steep** due to reliance on Git, which can be challenging for beginners.
- Users find the **setup difficult** due to reliance on Git, which can be challenging for beginners in version control.

#### What Are Recent G2 Reviews of TestDino?

**"[TestDino Brings Clear Visibility to Slow and Flaky Playwright Tests](https://www.g2.com/survey_responses/testdino-review-12627156)"**

**Rating:** 4.5/5.0 stars
*— Estefania F.*

[Read full review](https://www.g2.com/survey_responses/testdino-review-12627156)

---

**"[Easy and Effective Test Visualization](https://www.g2.com/survey_responses/testdino-review-12850854)"**

**Rating:** 4.5/5.0 stars
*— Gilles C.*

[Read full review](https://www.g2.com/survey_responses/testdino-review-12850854)

---



### 6. [TestGrid](https://www.g2.com/products/testgrid/reviews)
Test Infrastructure & End-to-End Testing Cloud TestGrid offers secure & scalable test infrastructure, hosting real mobile devices and browsers on cloud or on-premise. With TestGrid, users can also perform end-to-end test automation, including AI-powered codeless testing, mobile app, cross-browser, visual UI testing, and more. Test any app/website at scale, ensure a flawless digital experience, every time.


**Average Rating:** 4.7/5.0
**Total Reviews:** 10
**How Do G2 Users Rate TestGrid?**

- **Reliability:** 10.0/10 (Category avg: 8.7/10)
- **Thoroughness:** 8.8/10 (Category avg: 8.7/10)
- **Test Feedback:** 9.7/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.2/10)

**Who Is the Company Behind TestGrid?**

- **Seller:** [TestGrid](https://www.g2.com/sellers/testgrid)
- **Year Founded:** 2015
- **HQ Location:** Atlanta, US
- **Twitter:** @testgridio (427 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/testgrid.io/ (517 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 60% Small-Business, 30% Enterprise


#### What Are TestGrid's Pros and Cons?

**Pros:**

- Ease of Use (3 reviews)
- Time-saving (3 reviews)
- Automation (2 reviews)
- Automation Support (2 reviews)
- Cost-Effective (2 reviews)

**Cons:**

- Access Restrictions (1 reviews)
- Connectivity Issues (1 reviews)
- Device Unavailability (1 reviews)
- Limited Access (1 reviews)
- Network Connectivity (1 reviews)


### What Do G2 Reviewers Say About TestGrid?
*AI-generated summary from verified user reviews*

**Pros:**

- Users find TestGrid's platform **super easy to use** , enabling swift transition to automated testing in just one day.
- Users enjoy the **time-saving automation** of TestGrid, significantly reducing testing time and streamlining processes.
- Users cherish the **efficiency of TestGrid's AI Powered Test Automation** , significantly reducing testing time and costs.
- Users are thrilled with TestGrid's **AI Powered Test Automation** , significantly reducing testing time and costs efficiently.
- Users appreciate the **cost-effective solutions** provided by TestGrid, significantly reducing testing time and expenses.

**Cons:**

- Users express frustration over **access restrictions** , as AI powered test automation is limited to enterprise users only.
- Users face significant **connectivity issues** with TestGrid due to poor network support in certain regions, hindering testing efficiency.
- Users face **device unavailability** issues on TestGrid due to poor network connectivity in certain regions, hindering efficiency.
- Users express frustration over **limited access** to TestGrid, as AI-powered test automation is exclusive to enterprise users.
- Users experience **poor network connectivity** in certain regions, causing device freezes and impacting overall testing efficiency.

#### What Are Recent G2 Reviews of TestGrid?

**"[One stop shop for all the testing needs including code less scripting and performance analysis](https://www.g2.com/survey_responses/testgrid-review-8063772)"**

**Rating:** 5.0/5.0 stars
*— rajesh A.*

[Read full review](https://www.g2.com/survey_responses/testgrid-review-8063772)

---

**"[End to End testing made easy](https://www.g2.com/survey_responses/testgrid-review-8743372)"**

**Rating:** 4.0/5.0 stars
*— Manoj Kumar S.*

[Read full review](https://www.g2.com/survey_responses/testgrid-review-8743372)

---



### 7. [TestQuality](https://www.g2.com/products/testquality/reviews)
TestQuality is a modern test management tool built by dev and QA experts, boosting testing approaches like shift-left, BDD, TDD/ATDD, and continuous testing. It's fast, user-friendly, robust, and seamlessly integrates with Jira, GitHub, Selenium, Jenkins, and more. TestQuality offers: - Visual Test Plan Builder: Objectives, Scopes, Approaches, Roles and Responsibilities, Requirements, Deliverables, Milestones and Schedules, and more. - Link your test plan with other key areas of the Test Management tool. - Web-based test management platform for efficient software testing. - All-in-one manual and automated Testing. - Exploratory/Adhoc Testing. - Seamless integration with issue and requirements trackers, CI/CD systems, and test automation platforms including GitHub, Jira, Jenkins, and Selenium - Simplified creation of test cases and management of test runs - Streamlined coordination of the complete testing process - Dashboards and activity reports for easy management and tracking of tests, milestones, and projects - Tailored to-do lists, filters, and email notifications for real-time insights and increased productivity - PR (Pull Request) Testing. - Flexible roles:Devs, Testers, Test Designers, PMs, Viewers, Custom. ~ Free Jira App. ~ Scriptable CLI ~ Robust API ~ Automated CC Billing ~ Login Authentication: Email, GitHub, and Google. ~ SSO Login/Authentication: SSO Domain. - Additional API capacity ~ Custom Procurement Processes


**Average Rating:** 4.5/5.0
**Total Reviews:** 12
**How Do G2 Users Rate TestQuality?**

- **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.2/10)

**Who Is the Company Behind TestQuality?**

- **Seller:** [BitModern](https://www.g2.com/sellers/bitmodern)
- **Year Founded:** 2016
- **HQ Location:** Jonestown, Texas
- **Twitter:** @_TestQuality (1,828 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/testquality/ (5 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 58% Small-Business, 42% Mid-Market


#### What Are TestQuality's Pros and Cons?

**Pros:**

- Customer Support (2 reviews)
- Ease of Use (2 reviews)
- Helpful (2 reviews)
- Real-time Updates (2 reviews)
- Automation (1 reviews)



### What Do G2 Reviewers Say About TestQuality?
*AI-generated summary from verified user reviews*

**Pros:**

- Users commend the **responsive customer support** of TestQuality, appreciating their quick and friendly assistance with queries.
- Users find TestQuality's **ease of use** remarkable, allowing swift setup and smooth test case management.
- Users find TestQuality to be **fast and easy** for writing, maintaining, and running tests effectively.
- Users appreciate the **real-time updates** from TestQuality, enhancing test management and improving release quality significantly.
- Users value the **ease of automation** in TestQuality, enhancing efficiency and quality in software testing and releases.


#### What Are Recent G2 Reviews of TestQuality?

**"[Intuitive and modern UI, quick response for customer feedback, great integration with Github](https://www.g2.com/survey_responses/testquality-review-11210633)"**

**Rating:** 4.5/5.0 stars
*— Peter X.*

[Read full review](https://www.g2.com/survey_responses/testquality-review-11210633)

---

**"[TestQuality took our QA efforts to the next level](https://www.g2.com/survey_responses/testquality-review-11211407)"**

**Rating:** 5.0/5.0 stars
*— Gregor G.*

[Read full review](https://www.g2.com/survey_responses/testquality-review-11211407)

---



### 8. [Blinq.IO](https://www.g2.com/products/blinq-io/reviews)
BlinqIO developed the first ever AI test engineers, addressing the severe shortage in test automation. This helps companies achieve quality across their digital offerings in no time. The AI test engineers are available instantly in any number required and can create test automation projects for any number of scenarios in parallel in a matter of minutes. They are unique to the market in that they are capable of creating test automation for multilingual websites and apps as well as for any screen size including computer, tablet and mobile.


**Average Rating:** 4.9/5.0
**Total Reviews:** 8
**How Do G2 Users Rate Blinq.IO?**

- **Reliability:** 8.3/10 (Category avg: 8.7/10)
- **Thoroughness:** 6.7/10 (Category avg: 8.7/10)
- **Test Feedback:** 9.6/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10)

**Who Is the Company Behind Blinq.IO?**

- **Seller:** [Blinq.IO](https://www.g2.com/sellers/blinq-io)
- **Year Founded:** 2023
- **HQ Location:** Wilmington, Delaware, United States
- **LinkedIn® Page:** http://www.linkedin.com/company/blinq-io (31 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Small-Business


#### What Are Blinq.IO's Pros and Cons?

**Pros:**

- Ease of Use (5 reviews)
- Time-saving (2 reviews)
- Easy Setup (1 reviews)
- Intuitive UI (1 reviews)

**Cons:**

- Bug Issues (1 reviews)


### What Do G2 Reviewers Say About Blinq.IO?
*AI-generated summary from verified user reviews*

**Pros:**

- Users find Blinq.IO to be **incredibly easy to use** , making sharing contact information seamless at networking events.
- Users value the **time-saving** features of Blinq.IO, making networking seamless and efficient without the hassle of physical cards.
- Users love the **easy setup** of Blinq.IO, making contact sharing quick and professional at networking events.
- Users love the **intuitive UI** of Blinq.IO, finding it easy and professional for sharing contact information.

**Cons:**

- Users have faced **glitchy performance** recently, leading to frustration and a less enjoyable experience with Blinq.IO.

#### What Are Recent G2 Reviews of Blinq.IO?

**"[Upgraded my customer/business interaction](https://www.g2.com/survey_responses/blinq-io-review-11371793)"**

**Rating:** 5.0/5.0 stars
*— Jerrica .*

[Read full review](https://www.g2.com/survey_responses/blinq-io-review-11371793)

---

**"[Profoundly simple way to share your contact for business](https://www.g2.com/survey_responses/blinq-io-review-11742002)"**

**Rating:** 5.0/5.0 stars
*— James V.*

[Read full review](https://www.g2.com/survey_responses/blinq-io-review-11742002)

---



### 9. [Datagaps DataOps Suite](https://www.g2.com/products/datagaps-dataops-suite/reviews)
The Comprehensive End-to-End Data Validation Platform. A platform for automating Data Integration and Data Management projects. Seamless Data Pipeline & BI Testing Automation Powered by AI Production Data Reconciliation & Data Quality Monitoring ETL Validator ETL Validator is a powerful ETL/ELT testing tool that automates validation during data migration and data warehouse projects. Simplifies testing of Data Integration, Data Warehouse, and Data Migration projects. BI Validator Streamline and enhance the testing of BI reports, ensuring data accuracy and reliability across BI platforms. A tool for Functional, Regression, Performance, and Stress Testing on BI platforms such as Tableau, Oracle Analytics, BusinessObjects, and Cognos. Data Quality Monitor DataOps DQ Monitor automates data testing in motion and data at rest. Business users can monitor the data quality metrics using intuitive Dashboards. To ensure greater accuracy, closely monitor the data output. Test Data Manager You can generate compliant test data required for your comprehensive testing needs, independently without technical help using Datagaps Test Data Manager. A Top-Notch Test Data Management Tool


**Average Rating:** 4.5/5.0
**Total Reviews:** 9
**How Do G2 Users Rate Datagaps DataOps Suite?**

- **Reliability:** 8.9/10 (Category avg: 8.7/10)
- **Thoroughness:** 7.9/10 (Category avg: 8.7/10)
- **Test Feedback:** 8.9/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.2/10)

**Who Is the Company Behind Datagaps DataOps Suite?**

- **Seller:** [Datagaps](https://www.g2.com/sellers/datagaps-48d8e545-f270-4675-88aa-cfe4d96bc8c3)
- **Year Founded:** 2010
- **HQ Location:** Herndon, US
- **Twitter:** @datagaps (49 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/datagaps/?viewAsMember=true (123 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 78% Enterprise, 11% Mid-Market


#### What Are Datagaps DataOps Suite's Pros and Cons?

**Pros:**

- Ease of Use (4 reviews)
- Automation (3 reviews)
- Data Quality (3 reviews)
- Easy Integrations (3 reviews)
- Features (3 reviews)

**Cons:**

- Complex Setup (1 reviews)
- Dependency Issues (1 reviews)
- Difficult Setup (1 reviews)
- Lack of Automation (1 reviews)
- Learning Curve (1 reviews)


### What Do G2 Reviewers Say About Datagaps DataOps Suite?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **ease of use and implementation** of Datagaps DataOps Suite, making it accessible for all skill levels.
- Users commend the **automation capabilities** of Datagaps DataOps Suite, enhancing efficiency and confidence in data operations.
- Users value the **high data quality** achieved through Datagaps DataOps Suite, enhancing analytics and decision-making confidence.
- Users appreciate the **easy integrations** of Datagaps DataOps Suite, enabling seamless connections with various platforms effortlessly.
- Users appreciate the **comprehensive features** of Datagaps DataOps Suite, enhancing data management and integration capabilities.

**Cons:**

- Users find the **complex setup** of Datagaps DataOps Suite can be time-consuming, but appreciate its reliability afterward.
- Users express concerns about **dependency issues** , wishing for improved functionality in managing dataflow connections.
- Users find the **difficult setup** of Datagaps DataOps Suite time-consuming, but appreciate its reliable data quality management afterward.
- Users find the **lack of automation** for cleaning long-running jobs a limitation that impacts their efficiency.
- Users note a challenging **learning curve** for teams adapting to DataOps practices and automation, necessitating significant change management.

#### What Are Recent G2 Reviews of Datagaps DataOps Suite?

**"[User-Friendly Interface with Powerful End-to-End Data Validation](https://www.g2.com/survey_responses/datagaps-dataops-suite-review-12563830)"**

**Rating:** 4.0/5.0 stars
*— Somesh T.*

[Read full review](https://www.g2.com/survey_responses/datagaps-dataops-suite-review-12563830)

---

**"[Flexible, Powerful, and Seamless DataOps Solution](https://www.g2.com/survey_responses/datagaps-dataops-suite-review-12129647)"**

**Rating:** 5.0/5.0 stars
*— Venkata Jyothi D.*

[Read full review](https://www.g2.com/survey_responses/datagaps-dataops-suite-review-12129647)

---



### 10. [BlazeMeter Continuous Testing Platform](https://www.g2.com/products/blazemeter-continuous-testing-platform/reviews)
BlazeMeter, a comprehensive continuous testing platform that boosts your software delivery speed and quality, specializes in performance testing, functional UI testing, API testing and monitoring, along with AI-driven test data generation and service virtualization. It enables swift and scalable simulations of user activity, ensuring robust performance and seamless functionality across applications. Integrating with CI/CD pipelines for both development and operations, BlazeMeter provides detailed, real-time analytics to optimize performance and meet stringent SLAs. Its service virtualization capabilities allow for uninterrupted testing and agile delivery, establishing it as the ideal solution for high-velocity software development teams focused on delivering superior user experiences. Learn more at blazemeter.com.


**Average Rating:** 4.0/5.0
**Total Reviews:** 24
**How Do G2 Users Rate BlazeMeter Continuous Testing Platform?**

- **Reliability:** 10.0/10 (Category avg: 8.7/10)
- **Thoroughness:** 9.6/10 (Category avg: 8.7/10)
- **Test Feedback:** 9.6/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.2/10)

**Who Is the Company Behind BlazeMeter Continuous Testing Platform?**

- **Seller:** [Perforce](https://www.g2.com/sellers/perforce)
- **Year Founded:** 1995
- **HQ Location:** Minneapolis, MN
- **Twitter:** @perforce (5,090 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/perforce/ (2,034 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 52% Mid-Market, 36% Enterprise


#### What Are BlazeMeter Continuous Testing Platform's Pros and Cons?

**Pros:**

- Ease of Use (4 reviews)
- Helpful (3 reviews)
- Performance (3 reviews)
- Team Collaboration (3 reviews)
- Testing (3 reviews)

**Cons:**

- Expensive (3 reviews)
- Complexity (1 reviews)
- Data Limitations (1 reviews)
- Inaccuracy (1 reviews)
- Integration Issues (1 reviews)


### What Do G2 Reviewers Say About BlazeMeter Continuous Testing Platform?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **ease of use** of BlazeMeter, making testing accessible for QA, developers, and DevOps teams.
- Users value the **helpfulness** of BlazeMeter, enhancing efficiency for testing across various teams and applications.
- Users value the **efficiency and ease of use** of BlazeMeter for streamlined performance testing across teams.
- Users value the **team collaboration features** of BlazeMeter, enhancing efficiency for developers, QA, and DevOps teams.
- Users appreciate the **efficiency and ease of use** of BlazeMeter for streamlining and automating testing processes.

**Cons:**

- Users find the platform **expensive** , suggesting the need for better pricing plans for enhanced value.
- Users find the **complex integration** with CI/CD pipelines time-consuming and challenging, requiring significant troubleshooting efforts.
- Users find the platform's **data limitations** frustrating, particularly regarding support for non-ASCII characters in files.
- Users find the platform **inaccurate** with non-ASCII characters, but still value its ease of use and integration.
- Users find the **complex integration issues** with CI/CD pipelines time-consuming and prone to troubleshooting difficulties.

#### What Are Recent G2 Reviews of BlazeMeter Continuous Testing Platform?

**"[Efficient and Essential tool for Streamlined Testing](https://www.g2.com/survey_responses/blazemeter-continuous-testing-platform-review-11858453)"**

**Rating:** 5.0/5.0 stars
*— Aashish K.*

[Read full review](https://www.g2.com/survey_responses/blazemeter-continuous-testing-platform-review-11858453)

---

**"[Blazemeter: Great for Mobile, Web, and API Testing with Minor Drawbacks](https://www.g2.com/survey_responses/blazemeter-continuous-testing-platform-review-11806038)"**

**Rating:** 5.0/5.0 stars
*— Rohit K.*

[Read full review](https://www.g2.com/survey_responses/blazemeter-continuous-testing-platform-review-11806038)

---


#### What Are G2 Users Discussing About BlazeMeter Continuous Testing Platform?

- [What is continuous testing platform?](https://www.g2.com/discussions/what-is-continuous-testing-platform) - 1 comment
- [What is the difference between JMeter and BlazeMeter?](https://www.g2.com/discussions/what-is-the-difference-between-jmeter-and-blazemeter) - 1 comment
- [What is BlazeMeter performance testing?](https://www.g2.com/discussions/what-is-blazemeter-performance-testing) - 1 comment
- [What is BlazeMeter used for?](https://www.g2.com/discussions/what-is-blazemeter-used-for) - 1 comment

### 11. [BMC AMI DevX](https://www.g2.com/products/bmc-ami-devx/reviews)
BMC AMI DevX is a mainframe DevOps platform for IBM Z environments that helps development and platform engineering teams increase release velocity, reduce change risk, and build a sustainable mainframe developer workforce. Whether the priority is attracting the next generation of mainframe talent, safely evolving decades of business-critical code, accelerating release velocity, or demonstrating development ROI to leadership — BMC AMI DevX is designed to address all on a single platform. Teams can connect existing tools and adopt capabilities incrementally using an open-borders integration approach. A 2025 Forrester Total Economic Impact study found that customers using BMC AMI DevX onboarded developers 50% faster, completed code changes 33% faster, increased release frequency by 50%, and reduced change failure rate by 33%. Key capabilities: - Modern IDE integration (VS Code, Eclipse) with a unified development environment that reduces context switching - AI-powered code analysis including dependency mapping, impact analysis, and runtime execution path visualization - Automated unit, functional, integration, and performance testing with code coverage analysis - Git-compatible CI/CD integration with event-driven webhooks and an open plug-in library - DORA metrics and DevOps KPI tracking with AI/ML anomaly detection across the mainframe SDLC


**Average Rating:** 4.1/5.0
**Total Reviews:** 51
**How Do G2 Users Rate BMC AMI DevX?**

- **Reliability:** 8.3/10 (Category avg: 8.7/10)
- **Thoroughness:** 10.0/10 (Category avg: 8.7/10)
- **Test Feedback:** 6.7/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.2/10)

**Who Is the Company Behind BMC AMI DevX?**

- **Seller:** [BMC Software](https://www.g2.com/sellers/bmc-software)
- **Company Website:** https://www.bmc.com
- **Year Founded:** 1980
- **HQ Location:** Houston, TX
- **Twitter:** @BMCSoftware (47,946 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1597/ (8,877 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 54% Enterprise, 26% Mid-Market


#### What Are BMC AMI DevX's Pros and Cons?

**Pros:**

- Ease of Use (4 reviews)
- Analytics (2 reviews)
- Bug Detection (2 reviews)
- Customer Support (2 reviews)
- Machine Learning (2 reviews)

**Cons:**

- Complexity (2 reviews)
- Limited Customization (2 reviews)
- Compatibility Issues (1 reviews)
- Complex Setup (1 reviews)
- Configuration Issues (1 reviews)


### What Do G2 Reviewers Say About BMC AMI DevX?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **ease of use** of BMC AMI DevX, enabling smooth data management and analytics integration.
- Users value the **industry benchmarking feature** in BMC AMI DevX for its insights and performance comparisons.
- Users value the **effective bug detection** capabilities of BMC AMI DevX, enhancing debugging and supporting modernization efforts.
- Users benefit from the **excellent customer support** provided by BMC AMI DevX, enhancing their overall experience.
- Users find BMC AMI DevX offers **seamless Machine Learning integration** and valuable AI-driven recommendations for KPI management.

**Cons:**

- Users face **complexity and limitations in customization** , making it challenging to tailor the BMC AMI DevX to their needs.
- Users find the **limited customization** options challenging, hindering the ability to tailor dashboards effectively for specific needs.
- Users face **compatibility issues** with BMC AMI DevX when using mixed vendor tools, limiting its effectiveness and customization.
- Users find **the complex setup** challenging, especially when customizing dashboards or integrating with non-BMC tools.
- Users face **configuration issues** with BMC AMI DevX, making customization and integration challenging for diverse environments.

#### What Are Recent G2 Reviews of BMC AMI DevX?

**"[DevOps Automation with BMC AMO DEVX](https://www.g2.com/survey_responses/bmc-ami-devx-review-12963391)"**

**Rating:** 4.5/5.0 stars
*— Subrajit B.*

[Read full review](https://www.g2.com/survey_responses/bmc-ami-devx-review-12963391)

---

**"[BMC AMI DevX Makes Mainframe Development Feel Modern and Connected](https://www.g2.com/survey_responses/bmc-ami-devx-review-12786711)"**

**Rating:** 4.5/5.0 stars
*— Nijat I.*

[Read full review](https://www.g2.com/survey_responses/bmc-ami-devx-review-12786711)

---


#### What Are G2 Users Discussing About BMC AMI DevX?

- [What is BMC Compuware Xpediter used for?](https://www.g2.com/discussions/what-is-bmc-compuware-xpediter-used-for)

### 12. [MOZARK](https://www.g2.com/products/mozark/reviews)
MOZARK is an App Experience Testing Platform that lets users perform integrated experience, functional, and performance testing. The solution helps users build apps that engage your customers and drive revenue. The platform is powered by following products: App Experience: Even small lags in an app can lead to abandonments. Users can monitor an app’s performance in real-time to detect and fix customer issues pro-actively. App Functional: Fixing bugs in an app can be expensive and time taking post-launch. Automate functional testing process to shorten release cycles to ensure a bug-free release. App Interact: Interact in real-time with devices of choice and profile the app footprint by measuring CPU, memory, battery, and graphics performance.


**Average Rating:** 4.4/5.0
**Total Reviews:** 22
**How Do G2 Users Rate MOZARK?**

- **Reliability:** 8.3/10 (Category avg: 8.7/10)
- **Thoroughness:** 9.0/10 (Category avg: 8.7/10)
- **Test Feedback:** 9.3/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.2/10)

**Who Is the Company Behind MOZARK?**

- **Seller:** [MOZARK](https://www.g2.com/sellers/mozark)
- **Year Founded:** 2019
- **HQ Location:** Singapore
- **Twitter:** @mozarkglobal (1,970 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/mozark/ (119 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services, Telecommunications
- **Company Size:** 64% Enterprise, 27% Small-Business



#### What Are Recent G2 Reviews of MOZARK?

**"[End to end user experience for application testing](https://www.g2.com/survey_responses/mozark-review-8894719)"**

**Rating:** 5.0/5.0 stars
*— Navneet V.*

[Read full review](https://www.g2.com/survey_responses/mozark-review-8894719)

---

**"[Mozark Mobile App Testing](https://www.g2.com/survey_responses/mozark-review-8898534)"**

**Rating:** 4.0/5.0 stars
*— Verified User in Entertainment*

[Read full review](https://www.g2.com/survey_responses/mozark-review-8898534)

---



### 13. [Perforce Delphix](https://www.g2.com/products/perforce-delphix/reviews)
Enterprises around the world choose Perforce Delphix to automate compliant data for DevOps. The Delphix DevOps Data Platform provides integrated data masking and virtualization to rapidly deploy compliant data into non-production environments. With Delphix, customers automate test data management and CI/CD, delivery compliant data for AI, and swiftly recover from downtime events, while ensuring data privacy and security. For more information, visit www.perforce.com/products/delphix


**Average Rating:** 4.1/5.0
**Total Reviews:** 11
**How Do G2 Users Rate Perforce Delphix?**

- **Reliability:** 7.5/10 (Category avg: 8.7/10)
- **Thoroughness:** 8.3/10 (Category avg: 8.7/10)
- **Test Feedback:** 7.5/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.2/10)

**Who Is the Company Behind Perforce Delphix?**

- **Seller:** [Perforce](https://www.g2.com/sellers/perforce)
- **Year Founded:** 1995
- **HQ Location:** Minneapolis, MN
- **Twitter:** @perforce (5,090 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/perforce/ (2,034 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 55% Enterprise, 36% Mid-Market


#### What Are Perforce Delphix's Pros and Cons?

**Pros:**

- Database Management (2 reviews)
- Data Management (2 reviews)
- Data Security (2 reviews)
- Ease of Use (2 reviews)
- Features (2 reviews)

**Cons:**

- Expensive (3 reviews)
- Expensive Pricing (3 reviews)
- Complexity (2 reviews)
- Complex Setup (2 reviews)
- Integration Issues (2 reviews)


### What Do G2 Reviewers Say About Perforce Delphix?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **user-friendly interface** of Delphix for efficient DB restoration and excellent test data management.
- Users value the **effective data masking and security** features of Delphix, enhancing test data management in DevOps.
- Users appreciate the **effective data masking and security** features of Perforce Delphix, ensuring sensitive data is protected.
- Users find Delphix to have a **friendly UI** , making database restore and test data management effortless.
- Users value the **versatile data access and management features** of Delphix, enhancing their DevOps workflows and efficiency.

**Cons:**

- Users note the **high cost** of Perforce Delphix, which poses challenges for scalability and budget-conscious enterprises.
- Users note the **expensive pricing** of Perforce Delphix, which may deter budget-constrained enterprises from choosing it.
- Users find that **managing databases and ensuring role-based access** with Delphix adds complexity to their workflow.
- Users find the **complex setup** of Delphix challenging, requiring significant effort and time for initial configuration.
- Users find **integration issues** with Perforce Delphix, needing additional effort for database management and server compatibility.

#### What Are Recent G2 Reviews of Perforce Delphix?

**"[Delphix for DB restore](https://www.g2.com/survey_responses/perforce-delphix-review-8759360)"**

**Rating:** 4.0/5.0 stars
*— Rohit Kumar Varma R.*

[Read full review](https://www.g2.com/survey_responses/perforce-delphix-review-8759360)

---

**"[Manage Advance Data processes With Delphix Data Platform](https://www.g2.com/survey_responses/perforce-delphix-review-8515883)"**

**Rating:** 4.5/5.0 stars
*— Rahul A.*

[Read full review](https://www.g2.com/survey_responses/perforce-delphix-review-8515883)

---


#### What Are G2 Users Discussing About Perforce Delphix?

- [How do you use Delphix?](https://www.g2.com/discussions/how-do-you-use-delphix)
- [What is the use of Delphix?](https://www.g2.com/discussions/what-is-the-use-of-delphix)
- [Is Delphix public or private?](https://www.g2.com/discussions/is-delphix-public-or-private)
- [What does Delphix do?](https://www.g2.com/discussions/what-does-delphix-do)

### 14. [QF-Test](https://www.g2.com/products/qf-test/reviews)
QF-Test is the established tool for professional GUI test automation of desktop, web & mobile applications as well as PDF documents. QF-Test is a low-code GUI test tool that allows you to efficiently create test cases, e.g. using Capture/Replay, without any programming knowledge across platforms on Windows, Linux and macOS. For software developers, Jython, Groovy or JavaScript offer advanced scripting possibilities. Tests can be run automatically via continuous integration tools such as Jenkins and generate detailed log files and XML or HTML reports. Use QF-Test to create robust and stable regression tests for various GUI technologies. QF-Test supports all types of Java GUIs, ranging from Swing (including ULC, JIDE components, CaptainCasa), its successor JavaFX, as well as the Standard Widget Toolkit (SWT) and Eclipse, including plugins and RCP applications. You can also use QF-Test to test dynamic web applications based on Angular, React or Vue.js, for example, including Electron and hybrid applications using JxBrowser, JPro or WebSwing, for example. QF-Test supports native Windows desktop applications created with Win32, .Net, Windows Forms, WPF, Windows Apps. Mobile applications can be tested on real devices or with the Android Studio Emulator or iOS Simulator and Xcode. In addition, you can test automated whether your web application complies with common accessibility standards in just a few simple steps. PDF documents can also be conveniently tested automatically with QF-Test. On the market since 2001, the test tool is continuously being actively developed and is currently used by more than 1,500 companies across 60 countries. Contact us by e-mail at service@qftest.com or get a free trial version at www.qftest.com/en!


**Average Rating:** 4.6/5.0
**Total Reviews:** 7
**How Do G2 Users Rate QF-Test?**

- **Reliability:** 7.8/10 (Category avg: 8.7/10)
- **Thoroughness:** 8.3/10 (Category avg: 8.7/10)
- **Test Feedback:** 8.3/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10)

**Who Is the Company Behind QF-Test?**

- **Seller:** [Quality First Software](https://www.g2.com/sellers/quality-first-software)
- **Year Founded:** 2001
- **HQ Location:** Geretsried, DE
- **Twitter:** @qftest_qfs (44 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/quality-first-software-gmbh-qfs (12 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 44% Mid-Market, 33% Enterprise



#### What Are Recent G2 Reviews of QF-Test?

**"[Semi-automated development, high productivity, diverse off-the-shelf functionality, enjoyable to use](https://www.g2.com/survey_responses/qf-test-review-7064335)"**

**Rating:** 5.0/5.0 stars
*— Matt E.*

[Read full review](https://www.g2.com/survey_responses/qf-test-review-7064335)

---

**"[Great tool, great team, maximum flexibility](https://www.g2.com/survey_responses/qf-test-review-4722176)"**

**Rating:** 5.0/5.0 stars
*— Andrej Z.*

[Read full review](https://www.g2.com/survey_responses/qf-test-review-4722176)

---



### 15. [algoQA](https://www.g2.com/products/algoqa/reviews)
algoQA is a test automation platform that performs end to end testing. It covers UI, API and load testing for web applications, standalone applications and mobile applications


**Average Rating:** 4.9/5.0
**Total Reviews:** 6
**How Do G2 Users Rate algoQA?**

- **Reliability:** 10.0/10 (Category avg: 8.7/10)
- **Thoroughness:** 10.0/10 (Category avg: 8.7/10)
- **Test Feedback:** 10.0/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10)

**Who Is the Company Behind algoQA?**

- **Seller:** [AlgoShack](https://www.g2.com/sellers/algoshack)
- **Year Founded:** 2018
- **HQ Location:** Bengaluru, IN
- **LinkedIn® Page:** https://www.linkedin.com/company/algoshack/ (246 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 83% Mid-Market, 17% Enterprise


#### What Are algoQA's Pros and Cons?

**Pros:**

- Automation (2 reviews)
- Bug Detection (2 reviews)
- Automation Support (1 reviews)
- Capabilities (1 reviews)
- Integrations (1 reviews)

**Cons:**

- Limited Customization (1 reviews)
- Limited Free Options (1 reviews)
- Poor UI (1 reviews)
- Slow Loading (1 reviews)


### What Do G2 Reviewers Say About algoQA?
*AI-generated summary from verified user reviews*

**Pros:**

- Users praise the **automation capabilities** of algoQA, enhancing their QA process by streamlining repetitive testing tasks.
- Users value the **early bug detection** of algoQA, enhancing the QA process through automation and integration.
- Users find algoQA to be **highly suitable for various automation needs** , including web and API tasks effectively.
- Users find algoQA's **versatile capabilities** amazing and beneficial for various tasks and applications.
- Users value the **seamless integrations** of algoQA with Jenkins, Selenium, and other tools, enhancing their testing efficiency.

**Cons:**

- Users express frustration with the **limited flexibility in test customization** , which hampers their ability to tailor the experience.
- Users find the **limited free options** of algoQA restrict their ability to fully explore its capabilities.
- Users find the **UI and UX not very user-friendly** , but still consider it a must-use product.
- Users experience **slow loading** times occasionally, which hampers their overall user experience with algoQA.

#### What Are Recent G2 Reviews of algoQA?

**"[Low code no code automation](https://www.g2.com/survey_responses/algoqa-review-11319611)"**

**Rating:** 5.0/5.0 stars
*— ANSHUMAN S.*

[Read full review](https://www.g2.com/survey_responses/algoqa-review-11319611)

---

**"[Easy to Use and best for Automation](https://www.g2.com/survey_responses/algoqa-review-10883241)"**

**Rating:** 5.0/5.0 stars
*— Avinash R.*

[Read full review](https://www.g2.com/survey_responses/algoqa-review-10883241)

---



### 16. [Automai Robotic Automation Platform](https://www.g2.com/products/automai-robotic-automation-platform/reviews)
Automai is a robotic automation platform for BizDevOps teams. Since 2005 Automai was the pioneer in user simulation with robotic technology with their code free engine to intelligently mimic real user activity from the front end. Automai’s Robotic Automation Platform now hosts a suite of automation tools including RPA, Application Performance Monitoring, Functional Testing, and Performance Testing. Our solution is built to streamline the automation needs across your enterprise with one platform: from testing for dev teams, to monitoring for ops teams, to RPA for business teams. Leveraging existing scripts allows teams to work together on each phase with the same business processes. One platform saves time and implementation costs.


**Average Rating:** 4.4/5.0
**Total Reviews:** 10
**How Do G2 Users Rate Automai Robotic Automation Platform?**

- **Reliability:** 8.3/10 (Category avg: 8.7/10)
- **Thoroughness:** 7.8/10 (Category avg: 8.7/10)
- **Test Feedback:** 8.3/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10)

**Who Is the Company Behind Automai Robotic Automation Platform?**

- **Seller:** [Automai](https://www.g2.com/sellers/automai)
- **Year Founded:** 2000
- **HQ Location:** Los Angeles, California
- **Twitter:** @AutomaiCorp (487 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/822391/ (15 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 64% Enterprise, 27% Small-Business



#### What Are Recent G2 Reviews of Automai Robotic Automation Platform?

**"[Leading automation tools with a multitude of built-in features](https://www.g2.com/survey_responses/automai-robotic-automation-platform-review-4668171)"**

**Rating:** 4.5/5.0 stars
*— Alejandra J.*

[Read full review](https://www.g2.com/survey_responses/automai-robotic-automation-platform-review-4668171)

---

**"[Best platform for automation](https://www.g2.com/survey_responses/automai-robotic-automation-platform-review-4893820)"**

**Rating:** 4.5/5.0 stars
*— Megha A.*

[Read full review](https://www.g2.com/survey_responses/automai-robotic-automation-platform-review-4893820)

---


#### What Are G2 Users Discussing About Automai Robotic Automation Platform?

- [What is Automai Robotic Automation Platform used for?](https://www.g2.com/discussions/what-is-automai-robotic-automation-platform-used-for)

### 17. [Chromatic](https://www.g2.com/products/chromatic-chromatic/reviews)
Chromatic is a visual testing and UI review platform that helps frontend teams catch visual bugs, automate UI validation, and streamline collaboration from design to development. Chromatic scans every possible UI state across browsers to catch visual and functional bugs before they reach users. Made by the Storybook team, Chromatic integrates with Storybook and CI/CD pipelines to ensure every UI change is tested, reviewed, and approved before it ships. By automating testing and speeding up cross-team signoffs, Chromatic helps teams move faster without breaking things. –– Catch visual changes before they reach production by generating pixel-level snapshots to easily spot any unexpected changes. Chromatic runs visual regression tests across real browsers and viewports to validate that your UI looks and functions as expected. –– Test UI components in every state in isolation before integrating them into larger workflows. Using the native Storybook integration, Chromatic gives developers granular control over visual and functional testing of each state of every UI component. This ensures consistency across design systems, component libraries, and web applications. Simulate clicks, typing, drag-and-drop, and hovers on dropdowns, forms, and nav menus automatically, so nothing goes unnoticed before production. –– Keep UI reviews async, transparent, and moving forward with an approval workflow that lets developers, designers, and stakeholders inspect and approve UI changes. Assign designers, product managers, and other stakeholders to review visual changes as needed on each pull request. Teams can validate expected changes and address unexpected changes without blocking development, or future regressions. –– Automatically runs tests on every push, commit, or pull request, surfacing results directly in GitHub, GitLab, and other CI tools. Speed up testing without adding infrastructure overhead, and catch every bug early in the development cycle. –– Scale UI testing effortlessly without managing infrastructure. Chromatic runs tests concurrently in the cloud, parallelizing work to speed up feedback while eliminating flaky tests, and the need for complex local setups. –– Not using Storybook? Chromatic integrates with Playwright and Cypress to provide comprehensive visual coverage for your E2E tests. Frontend teams of all sizes rely on Chromatic to prevent visual regressions, maintain UI consistency, and reduce bottlenecks from mockup to production. Whether you're building a design system, a component library, or a large-scale web application, Chromatic helps you ship polished, bug-free interfaces with confidence in faster, collaborative workflow.


**Average Rating:** 4.3/5.0
**Total Reviews:** 6
**How Do G2 Users Rate Chromatic?**

- **Reliability:** 10.0/10 (Category avg: 8.7/10)
- **Thoroughness:** 10.0/10 (Category avg: 8.7/10)
- **Test Feedback:** 10.0/10 (Category avg: 8.8/10)

**Who Is the Company Behind Chromatic?**

- **Seller:** [chromatic](https://www.g2.com/sellers/chromatic-8d0adc27-26cd-4689-af6c-cef818490b8e)
- **Year Founded:** 2017
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** https://www.linkedin.com/company/chromaui/ (58 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 67% Mid-Market, 17% Small-Business


#### What Are Chromatic's Pros and Cons?

**Pros:**

- Time-saving (3 reviews)
- Customer Support (2 reviews)
- Ease of Use (2 reviews)
- Bug Detection (1 reviews)
- Capabilities (1 reviews)

**Cons:**

- Bug Issues (1 reviews)
- Complex Configuration (1 reviews)
- Learning Curve (1 reviews)
- Slow Loading (1 reviews)
- Slow Performance (1 reviews)


### What Do G2 Reviewers Say About Chromatic?
*AI-generated summary from verified user reviews*

**Pros:**

- Users commend Chromatic for its **time-saving capabilities** , enabling quick design changes and efficient visual regression testing.
- Users commend Chromatic for its **excellent customer support** , enhancing the overall experience and troubleshooting process.
- Users commend Chromatic for its **ease of use** , facilitating quick adjustments in ever-evolving design systems.
- Users value the **reliable visual regression testing** of Chromatic, enhancing collaboration and streamlining their CI/CD workflow.
- Users value the **powerful visual regression testing** capabilities of Chromatic, enhancing component discoverability and tracking design changes effectively.

**Cons:**

- Users experience **bug issues** with Chromatic that lead to broken builds and noisy visual diffs during reviews.
- Users report a **complex configuration** process for Chromatic, requiring time for effective adoption and integration.
- Users note a **steep learning curve** with Chromatic, requiring time for adoption and setup adjustments.
- Users find that **slow loading** due to unexpected changes can significantly disrupt build processes and review efficiency.
- Users face **slow performance** with Chromatic due to unexpected CLI changes and non-UI visual diffs affecting review speed.

#### What Are Recent G2 Reviews of Chromatic?

**"[Essential Visual Testing Tool with Stellar Support](https://www.g2.com/survey_responses/chromatic-review-12380727)"**

**Rating:** 4.5/5.0 stars
*— Jonathan B.*

[Read full review](https://www.g2.com/survey_responses/chromatic-review-12380727)

---

**"[Great tool to take the guesswork out of design system changes](https://www.g2.com/survey_responses/chromatic-review-12389525)"**

**Rating:** 4.0/5.0 stars
*— Zoë G.*

[Read full review](https://www.g2.com/survey_responses/chromatic-review-12389525)

---



### 18. [iceDQ](https://www.g2.com/products/icedq/reviews)
What is iceDQ? iceDQ empowers organizations to ensure data trust and reliability throughout the data lifecycle. Our comprehensive platform combines data testing, data monitoring, and data observability into a single solution, enabling data engineers to proactively manage data quality and eliminate data issues before they impact business decisions. Leading companies across industries, including prominent players in banking, insurance, and healthcare, rely on iceDQ to continuously test, monitor, and observe their data-driven systems. This ensures trustworthy data that fuels informed decision-making and drives business success.


**Average Rating:** 5.0/5.0
**Total Reviews:** 6
**How Do G2 Users Rate iceDQ?**

- **Reliability:** 10.0/10 (Category avg: 8.7/10)
- **Thoroughness:** 9.6/10 (Category avg: 8.7/10)
- **Test Feedback:** 9.6/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10)

**Who Is the Company Behind iceDQ?**

- **Seller:** [Torana](https://www.g2.com/sellers/torana)
- **HQ Location:** Stamford, US
- **LinkedIn® Page:** https://www.linkedin.com/company/icedq/ (175 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 50% Enterprise, 50% Mid-Market


#### What Are iceDQ's Pros and Cons?

**Pros:**

- Automation (1 reviews)
- Customer Support (1 reviews)
- Ease of Use (1 reviews)
- Features (1 reviews)



### What Do G2 Reviewers Say About iceDQ?
*AI-generated summary from verified user reviews*

**Pros:**

- Users love the **automation capabilities** of iceDQ, appreciating its ease of use and excellent support.
- Users praise the **exceptional customer support** of iceDQ, highlighting its responsiveness and expertise in resolving issues.
- Users appreciate the **ease of use** of iceDQ, coupled with a great interface and robust AI capabilities.
- Users love the **intuitive interface and powerful AI capabilities** of iceDQ, making testing efficient and automated.


#### What Are Recent G2 Reviews of iceDQ?

**"[Accelerated Data Testing with iceDQ](https://www.g2.com/survey_responses/icedq-review-9977677)"**

**Rating:** 5.0/5.0 stars
*— Verified User in Insurance*

[Read full review](https://www.g2.com/survey_responses/icedq-review-9977677)

---

**"[Automate your ETL testing with iceDQ](https://www.g2.com/survey_responses/icedq-review-8816286)"**

**Rating:** 5.0/5.0 stars
*— Verified User in Financial Services*

[Read full review](https://www.g2.com/survey_responses/icedq-review-8816286)

---



### 19. [Karate Labs](https://www.g2.com/products/karate-labs-2023-05-24/reviews)
Karate is an industry leading open-source test automation solution unifying API testing, API performance testing, API Mocks and UI test automation. What started as a powerful, scriptable framework combining API and UI test automation, is adopted as a best-practice today – in teams around the world. Karate has 7100 GitHub stars and is used by 415+ companies including 42 of the Fortune 500 companies. Karate has its own Domain Specific Language, which is better suited to writing tests, with 60% less code and in one-fourth the time. Karate also has powerful assertions, runs tests in parallel, and can re-use API tests as performance tests. Get started with Karate at https://github.com/karatelabs/karate/wiki/Get-Started


**Average Rating:** 4.4/5.0
**Total Reviews:** 6
**How Do G2 Users Rate Karate Labs?**

- **Reliability:** 8.9/10 (Category avg: 8.7/10)
- **Thoroughness:** 8.9/10 (Category avg: 8.7/10)
- **Test Feedback:** 8.9/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.2/10)

**Who Is the Company Behind Karate Labs?**

- **Seller:** [Karate Labs](https://www.g2.com/sellers/karate-labs)
- **Year Founded:** 2021
- **HQ Location:** Worldwide, US
- **LinkedIn® Page:** https://www.linkedin.com/company/karatelabs (105 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 50% Mid-Market, 33% Enterprise



#### What Are Recent G2 Reviews of Karate Labs?

**"[Great tool for API testing](https://www.g2.com/survey_responses/karate-labs-review-9998769)"**

**Rating:** 4.0/5.0 stars
*— Verified User in Computer Software*

[Read full review](https://www.g2.com/survey_responses/karate-labs-review-9998769)

---

**"[Great tool for UI automation](https://www.g2.com/survey_responses/karate-labs-review-10016145)"**

**Rating:** 4.5/5.0 stars
*— Priyanka G.*

[Read full review](https://www.g2.com/survey_responses/karate-labs-review-10016145)

---



### 20. [Litmus Chaos](https://www.g2.com/products/litmus-chaos/reviews)
Litmus provides a complete toolset to practice chaos engineering on Kubernetes in a cloud-native way. Litmus offers chaos engineering as a natural extension of development and operations.


**Average Rating:** 4.3/5.0
**Total Reviews:** 6
**How Do G2 Users Rate Litmus Chaos?**

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10)

**Who Is the Company Behind Litmus Chaos?**

- **Seller:** [MayaData](https://www.g2.com/sellers/mayadata)
- **HQ Location:** San Jose, CA
- **Twitter:** @mayadata_inc (5 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/13593062 (2 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 33% Enterprise, 33% Mid-Market



#### What Are Recent G2 Reviews of Litmus Chaos?

**"[Chaos Engineering](https://www.g2.com/survey_responses/litmus-chaos-review-6545316)"**

**Rating:** 4.5/5.0 stars
*— Pradeep N.*

[Read full review](https://www.g2.com/survey_responses/litmus-chaos-review-6545316)

---

**"[Litmus Chaos, a superb CNCF sandbox open source project](https://www.g2.com/survey_responses/litmus-chaos-review-6548017)"**

**Rating:** 4.5/5.0 stars
*— Hardik G.*

[Read full review](https://www.g2.com/survey_responses/litmus-chaos-review-6548017)

---


#### What Are G2 Users Discussing About Litmus Chaos?

- [What is Litmus Chaos used for?](https://www.g2.com/discussions/what-is-litmus-chaos-used-for)

### 21. [OpenText LoadRunner Enterprise](https://www.g2.com/products/opentext-loadrunner-enterprise/reviews)
Micro Focus LoadRunner Enterprise is designed to help plan and execute tests across multiple global projects.


**Average Rating:** 4.6/5.0
**Total Reviews:** 7
**How Do G2 Users Rate OpenText LoadRunner Enterprise?**

- **Reliability:** 9.2/10 (Category avg: 8.7/10)
- **Thoroughness:** 9.2/10 (Category avg: 8.7/10)
- **Test Feedback:** 10.0/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10)

**Who Is the Company Behind OpenText LoadRunner Enterprise?**

- **Seller:** [OpenText](https://www.g2.com/sellers/opentext)
- **Year Founded:** 1991
- **HQ Location:** Waterloo, ON
- **Twitter:** @OpenText (21,565 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2709/ (23,048 employees on LinkedIn®)
- **Ownership:** NASDAQ:OTEX

**Who Uses This Product?**
- **Company Size:** 57% Enterprise, 29% Mid-Market



#### What Are Recent G2 Reviews of OpenText LoadRunner Enterprise?

**"[Industry-leading performance test tool with the best protocol support.](https://www.g2.com/survey_responses/opentext-loadrunner-enterprise-review-11250817)"**

**Rating:** 5.0/5.0 stars
*— Verified User in Insurance*

[Read full review](https://www.g2.com/survey_responses/opentext-loadrunner-enterprise-review-11250817)

---

**"[Expensive but one of Industry leaders](https://www.g2.com/survey_responses/opentext-loadrunner-enterprise-review-10230235)"**

**Rating:** 4.5/5.0 stars
*— Toan L.*

[Read full review](https://www.g2.com/survey_responses/opentext-loadrunner-enterprise-review-10230235)

---



### 22. [Appvance IQ](https://www.g2.com/products/appvance-iq/reviews)
Appvance IQ is an AI driven, unified test automation system. It delivers transformational productivity gains in both test creation and execution, the former through AI scripting and codeless test creation, the latter through unified functional, performance and security testing. Appvance IQ is easy to adopt, in part because it runs native scripts from other automation and easily connects to DevOps tooling.


**Average Rating:** 4.1/5.0
**Total Reviews:** 9
**How Do G2 Users Rate Appvance IQ?**

- **Reliability:** 8.0/10 (Category avg: 8.7/10)
- **Thoroughness:** 7.3/10 (Category avg: 8.7/10)
- **Test Feedback:** 8.7/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.2/10)

**Who Is the Company Behind Appvance IQ?**

- **Seller:** [Appvance](https://www.g2.com/sellers/appvance)
- **Year Founded:** 2012
- **HQ Location:** Santa Clara, California
- **Twitter:** @appvance (11,642 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/appvance (60 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 44% Small-Business, 33% Enterprise


#### What Are Appvance IQ's Pros and Cons?

**Pros:**

- Automation (1 reviews)
- Capabilities (1 reviews)
- Ease of Use (1 reviews)
- Easy Coding (1 reviews)
- Functionality (1 reviews)

**Cons:**

- Bug Issues (1 reviews)
- Poor UI (1 reviews)
- Software Bugs (1 reviews)
- UI Improvement (1 reviews)


### What Do G2 Reviewers Say About Appvance IQ?
*AI-generated summary from verified user reviews*

**Pros:**

- Users commend Appvance IQ for its **automation capabilities** , enabling faster, deeper testing without extensive coding requirements.
- Users value the **robust testing capabilities** of Appvance IQ, enabling faster, deeper, and more secure testing experiences.
- Users value the **ease of use** of Appvance IQ, simplifying testing with minimal coding required.
- Users appreciate the **easy coding** feature of Appvance IQ, enabling quick and efficient user scenario creation.
- Users value the **robust functionality** of Appvance IQ, enhancing testing speed, security, and user scenario creation.

**Cons:**

- Users report **bug issues** in Appvance IQ, mentioning the need for security patches and a simpler interface.
- Users find the **poor UI** of Appvance IQ challenging, particularly for those who are not tech-savvy.
- Users note that **software bugs** persist, indicating a need for more security patches and improved interface simplicity.
- Users note the **complex interface** of Appvance IQ, suggesting it needs simplification for better usability.

#### What Are Recent G2 Reviews of Appvance IQ?

**"[Good AI based testing tool](https://www.g2.com/survey_responses/appvance-iq-review-9568780)"**

**Rating:** 4.5/5.0 stars
*— Sankalp S.*

[Read full review](https://www.g2.com/survey_responses/appvance-iq-review-9568780)

---

**"[Best tool for testing modern apps for performance and security](https://www.g2.com/survey_responses/appvance-iq-review-10408554)"**

**Rating:** 5.0/5.0 stars
*— Shubhangi M.*

[Read full review](https://www.g2.com/survey_responses/appvance-iq-review-10408554)

---



### 23. [Doppelio](https://www.g2.com/products/doppelio/reviews)
Doppelio enables you to rapidly test IoT and connected apps by virtualizing and simulating devices at scale. Doppelio lets you Virtualize physical devices and Simulate data, load and network scenarios in a few clicks. You can test both your device and cloud software without dependence on physical devices. Easily integrate with your automation framework and CI/CD pipelines. Scale your connected product business with confidence and speed.


**Average Rating:** 4.9/5.0
**Total Reviews:** 6
**How Do G2 Users Rate Doppelio?**

- **Reliability:** 8.8/10 (Category avg: 8.7/10)
- **Thoroughness:** 9.2/10 (Category avg: 8.7/10)
- **Test Feedback:** 8.8/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10)

**Who Is the Company Behind Doppelio?**

- **Seller:** [Doppelio](https://www.g2.com/sellers/doppelio)
- **HQ Location:** Bengaluru, IN
- **LinkedIn® Page:** https://www.linkedin.com/company/doppelio (15 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 83% Enterprise, 17% Mid-Market


#### What Are Doppelio's Pros and Cons?

**Pros:**

- Automation (1 reviews)
- Customer Support (1 reviews)
- Ease of Understanding (1 reviews)
- Ease of Use (1 reviews)
- Easy Integrations (1 reviews)



### What Do G2 Reviewers Say About Doppelio?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **automation capabilities** of Doppelio, which enhance testing efficiency and speed up time-to-market.
- Users value the **quick customer support** of Doppelio, enhancing their experience with timely issue resolution.
- Users find Doppelio's **ease of understanding** enhances productivity, making it simple to navigate and utilize effectively.
- Users praise the **ease of use** of Doppelio, finding it simple to navigate and integrate into their workflows.
- Users praise the **easy integrations** of Doppelio, making it simple to connect with various platforms effortlessly.


#### What Are Recent G2 Reviews of Doppelio?

**"[A tool for enhancing IOT domain.](https://www.g2.com/survey_responses/doppelio-review-11511673)"**

**Rating:** 5.0/5.0 stars
*— Anmol S.*

[Read full review](https://www.g2.com/survey_responses/doppelio-review-11511673)

---

**"[Connected product test automation platform](https://www.g2.com/survey_responses/doppelio-review-11491631)"**

**Rating:** 5.0/5.0 stars
*— Verified User in Manufacturing*

[Read full review](https://www.g2.com/survey_responses/doppelio-review-11491631)

---



### 24. [Rapise](https://www.g2.com/products/rapise/reviews)
Rapise is a powerful and easy to use automated software testing system. It provides the ability to test your desktop, web and mobile applications in a single, easy to use package. With support for myriad technologies including, HTML, REST, Silverlight, Java, WPF, .NET, iOS, Android and packaged applications such as Microsoft Dynamics and Salesforce.com, Rapise is your go to test automation package. Now in its 8th version, Rapise enhances its scriptless test automation functionality - Rapise Visual Language with the power of AI. Rapise supports Robotic Process Automation (RPA) and is the ultimate tool for automating your routine UI tasks for legacy applications. Rapise offers out-of-the-box integration with TFS and lets you execute your Rapise tests through Selenium WebDriver or Grid, as well as the built-in web browser plugins. With automated recording, Learn-And-Go, intelligent playback and test validation features built-in, Rapise is a market leader in the test automation space.


**Average Rating:** 4.3/5.0
**Total Reviews:** 5
**How Do G2 Users Rate Rapise?**

- **Reliability:** 6.7/10 (Category avg: 8.7/10)
- **Thoroughness:** 6.7/10 (Category avg: 8.7/10)
- **Test Feedback:** 9.2/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10)

**Who Is the Company Behind Rapise?**

- **Seller:** [Inflectra](https://www.g2.com/sellers/inflectra)
- **Year Founded:** 2006
- **HQ Location:** Silver Spring, MD
- **Twitter:** @inflectra (1,319 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2129418/ (28 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 40% Enterprise, 40% Small-Business



#### What Are Recent G2 Reviews of Rapise?

**"[Web, phone and mobile phone](https://www.g2.com/survey_responses/rapise-review-4578315)"**

**Rating:** 4.0/5.0 stars
*— Valeria K.*

[Read full review](https://www.g2.com/survey_responses/rapise-review-4578315)

---

**"[Let's test Automation with Rapise](https://www.g2.com/survey_responses/rapise-review-4459003)"**

**Rating:** 4.5/5.0 stars
*— Sourav S.*

[Read full review](https://www.g2.com/survey_responses/rapise-review-4459003)

---



### 25. [Test Automation & Test Management Software](https://www.g2.com/products/test-automation-test-management-software/reviews)
BQ C-SAPS™  is a game changer in the new era of 'in-line' testing and automation and includes test management. Their differentiated design architecture and technology underpinnings allow you to automate inline from day one and compresses your release cycle, thereby actually reducing your development time.


**Average Rating:** 4.4/5.0
**Total Reviews:** 5
**How Do G2 Users Rate Test Automation & Test Management Software?**

- **Reliability:** 7.8/10 (Category avg: 8.7/10)
- **Thoroughness:** 7.2/10 (Category avg: 8.7/10)
- **Test Feedback:** 7.8/10 (Category avg: 8.8/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.2/10)

**Who Is the Company Behind Test Automation & Test Management Software?**

- **Seller:** [Bqurious](https://www.g2.com/sellers/bqurious)
- **Year Founded:** 2012
- **HQ Location:** N/A
- **Twitter:** @bqurious_inc (342 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 60% Mid-Market, 20% Small-Business



#### What Are Recent G2 Reviews of Test Automation & Test Management Software?

**"[take control of how much quality you expect in the end](https://www.g2.com/survey_responses/test-automation-test-management-software-review-9037264)"**

**Rating:** 5.0/5.0 stars
*— Héctor Stewart G.*

[Read full review](https://www.g2.com/survey_responses/test-automation-test-management-software-review-9037264)

---

**"[Test Management tools](https://www.g2.com/survey_responses/test-automation-test-management-software-review-9828853)"**

**Rating:** 5.0/5.0 stars
*— vivek kumar s.*

[Read full review](https://www.g2.com/survey_responses/test-automation-test-management-software-review-9828853)

---




## What Is Automation Testing Tools?

[DevOps Software](https://www.g2.com/categories/devops)

## What Software Categories Are Similar to Automation Testing Tools?

- [Software Testing Tools](https://www.g2.com/categories/software-testing)
- [Bug Tracking Software](https://www.g2.com/categories/bug-tracking)
- [Mobile App Testing Software](https://www.g2.com/categories/mobile-app-testing)
- [Load Testing Tools](https://www.g2.com/categories/load-testing-tools)
- [Test Management Tools](https://www.g2.com/categories/test-management)
- [SAP Store Software](https://www.g2.com/categories/sap-store)
- [AI Software Testing Tools](https://www.g2.com/categories/ai-software-testing-tools)


---

## How Do You Choose the Right Automation Testing Tools?

### What You Should Know About Automation Testing Tools

### What are Automation Testing Tools?

Automation testing tools, also known as test automation software, allow development teams to run prescripted tests on their applications before they are pushed into production. These tools give developers the means to set standard test parameters and automate their execution. While the setup for these standard testing frameworks requires initial effort, they are then run quickly, repeatedly, and automatically to the benefit of developer workloads over time, reducing the need for manual testing. 

While the core concept that defines automation testing software is relatively straightforward, there exists a wide variety of tools based on the types of tests they handle. This includes, but is not limited to, user interface (UI) testing, desktop testing, and different types of performance testing. These tools can be run across programming languages and operating systems, including Python, Java, JavaScript, Windows, and more. 

#### What Types of Automation Testing Tools Exist?

There is a wide variety of automation testing tools on the market. These tools help test for a range of issues across several different use cases. These tests include: 

**Desktop testing**

Desktop testing tests the functionality, security, usability, and stability of an application after it is deployed. This includes desktop application testing tools such as Katalon Studios. 

**User interface (UI) testing**

UI testing tests the aspects that a user will come into contact with. This type of testing often focuses on visuals, as that is what the user most often sees and comes into contact with. UI testing alusuallyten tests for potential bugs. 

**No-code testing**

No-code testing is an automated form of testing that does not require the intervention of developers. Codeless testing frees up time for developers, as they do not need to get involved with potentially long, time-intensive testing. 

**Mobile testing**

Mobile device testing, or mobile applications testing, is the process by which mobile devices and applications are tested for areas such as functionality, usability, and consistency. As mobile apps and devices continue to become more common, this type of app testing will become increasingly important. An example of this is Appium. Appium is an open-source test automation framework for native, hybrid, and mobile web apps and web applications. 

**Cross-browser testing**

Cross-browser testing compares and analyzes the behavior of a website in various browser environments. This web testing ensures that the website has an optimal user experience across different web apps and services. An example of this is Selenium, an integrated development environment (IDE). Selenium WebDriver conducts automated regression testing across web browsers. 

**API testing**

API testing allows users to test APIs directly. This includes functional testing, as well as testing for reliability, performance, and security. 

**Load testing**

Load testing tools simulate real-world load environments for apps or websites in a safe, controlled environment. These testing tools will monitor and report on the performance of applications or websites to catch slowdowns or other issues.

### What are the Common Features of Automation Testing Tools?

The following are some core features of test automation software: 

**Test feedback:** Testers rely on test automation tools to automatically produce reports upon testing. These reports provide actionable insights when issues arise, giving development teams a jumping-off point to react accordingly. This feedback helps testers save time and effort hunting down bugs and solutions.

**Test history:** ​​Test automation platforms maintain a thorough history of logs for future reference and analysis. Users rely on these test logs when tracking an issue across multiple cycles to determine possible causes. Test history serves as a roadmap that aids development teams working to resolve issues.

**Custom parameters:** Most test automation tools allow users to define custom tests and test parameters to best suit their needs. This allows development teams to test the exact qualities of their software that warrant analysis without wasting time with irrelevant data.

**Organization:** Test automation platfroms automatically notifies relevant team members with updates upon testing. Development teams also rely on test automation to accurately assign follow-up tasks when action is needed after testing. This takes effort within the software testing process off developers’ hands, freeing their time to focus on other aspects of development.

### What are the Benefits of Automation Testing Tools?

While there are many facets to consider, some key benefits apply to the successful adoption of any automation testing platform.

**Automate repetitive tasks:** As the name implies, test automation systems automate repetitive software testing tasks. These tasks are crucial to the software development process and time consuming when handled exclusively by developers. Implementing test automation software shifts the workload off of developers’ shoulders, allowing them to spend more time on their in-production applications.

**Gain immediate insights on test outcomes:** Since automation testing solutions run outcome reports after each test and automatically compare test outcomes against previous tests and benchmarks, developers can easily diagnose software flaws. Without these tools, developers must compare test results manually or use less comprehensive software to handle analysis. Test automation software reports give teams a starting point by which they more effectively solve issues with their software.

### Who Uses Automation Testing Tools?

As automation testing software is costly, enterprise companies are more likely to implement them. However, depending on the situation, these solutions may also represent worthwhile value for mid-market companies.

**Enterprise development teams:** Enterprise development teams tend to have many software applications and updates in production simultaneously. Companies employing these teams often have the resources to justify the investment required to get test automation software set up, which then generates long-term value by saving time and effort indefinitely.

**Mid-market development teams:** Depending on the situation and the tool selected, mid-market development teams find enough value in implementing test automation software to make the upfront investment worth it, despite their relatively smaller resource pool.

### What are the Alternatives to Automation Testing Tools?

Alternatives that can replace test automation software, either partially or completely:

[**Continuous integration (CI) tools**](https://www.g2.com/categories/continuous-integration): CI, or continuous testing, is the practice of frequently building and testing each change made to a codebase. Continuous testing involves developers uploading new code, or code changes, to a common code repository, which is then tested automatically at the time of upload to ensure changes do not cause issues or breaks. By automating tests, users ensure immediately their code is sound and that important software features are operating as expected.

[**Software testing tools**](https://www.g2.com/categories/software-testing): Software testing tools give development teams the methods and tools to determine the quality of their software creation and improvement projects. Development teams use software testing tools to assess whether the software is usable, performs properly, meets development team goals, and satisfies overall requirements. Test automation software automates many of the more tedious tasks associated with software testing tools, meaning the two often go together.

#### Software Related to Automation Testing Tools

Related solutions that can be used together with test automation tools include:

[**Bug tracking software**](https://www.g2.com/categories/bug-tracking): Bug tracking software, or issue tracking software, refers to software used by quality assurance (QA) and software development teams to report software bugs and problems. Thorough bug tracking is essential for good software development. Bug tracking software provides a repository that explains how to reproduce a bug and how widespread an issue is and allows a business to separate, prioritize, sequence, and provide communications about different bugs across many projects or applications. These tools can pair with test automation tools to automatically find new bugs and begin debugging. QA testing tools, including QA automation tools, help QA testers measure the quality of the software. 

[**Test management software**](https://www.g2.com/categories/test-management): Test management tools help development teams manage, track, and maintain their software tests. Unlike software testing tools or test automation software, test management software is not designed to run software tests themselves. Instead, developers use test management solutions to maintain test cases and test results in a repository-like structure, which are then turned into actionable reports.

### Challenges with Automation Testing Tools

Software solutions can come with their own set of challenges. 

**Cost:** Test automation tools may be an expensive investment. Picking the right tool for the right job is crucial to ensure the investment is worthwhile. 

**Thoroughness:** For test automation software to be effective, it needs to take testing tasks thoroughly and reliably off development teams’ workload. If a test automation tool requires too much human intervention to function reliably, the time and effort saved come into question. 

**Test variety:** Some development teams have niche testing needs. When selecting the right test automation tool, one must ensure that their chosen software covers the right variety of testing types according to development need. A test automation software tool that is unable to automate development teams’ desired test types delivers a less valuable result.

### Which Companies Should Buy Automation Testing Tools?

Automation testing tools and software can be used by almost any organization across industries and company sizes. In particular, any company that only has a limited number of developers can benefit from automation testing tools. These tools will help manage the workflow of the small team of developers and coders. 

### How to Buy Automation Testing Tools

#### Requirements Gathering (RFI/RFP) for Automation Testing Tools

The requirements for automation testing software will be dependent on which type the company is purchasing. A [load testing tool](https://www.g2.com/categories/load-testing-tools), for example, may have different requirements than an API testing tool. As mentioned earlier, one of the challenges of test automation software is just how niche it can get. It can be highly dependent on the individual organization’s needs and desires. A company also must consider what related technology it plans to purchase alongside the automation testing software. 

#### Compare Automation Testing Products

**Create a long list**

Buyers should start by identifying which specific type of test automation software tool it is looking to purchase. Once the type of tool is identified, buyers can then use G2.com and other online resources to research the top products on the market. 

**Create a short list**

After identifying the exact type of automation testing tools needed, buyers can then dig deeper into which product fits their specific needs. Companies should consider the bandwidth of developers on their team, which could help determine whether they need a codeless tool. Companies should also consider what pre-existing software they already have on site, as well as what additional software they may need to purchase. 

**Conduct demos**

Companies should walk through a demo of each product they are considering purchasing. This allows them to get an up close and personal view of the testing platform, its functionality, and how it fits into the current test automation framework at the company. This allows organizations to initiate test creation to see how the test execution is performed in a test environment. 

#### Selection of Automation Testing Tools

**Choose a selection team**

The selection team should include a mix of roles and titles that would interact with test automation software. First and foremost, at least one member of the development team should be involved, as the development team would be most likely to interact with the tool regularly. Other roles may be dependent on the automation testing use cases. If the tool purchased is for UI testing, roles such as site administrators and product managers may also need to be involved. 

**Negotiation**

While some test automation vendors will have a set cost for their product, others may be open to negotiation. Organizations should do their research prior to the negotiation phase to ensure that what they are asking for is a reasonable price. 

**Final decision**

Ultimately, organizations will need to decide which product they want to go forward with. Companies should consider what specific features, use cases, and capabilities they are looking for depending on their organizational needs. 

### How much do Automation Testing Tools cost?

Automation testing software tends to be relatively expensive, meaning that a company must carefully weigh the benefits of using such software against the costs. These products span a wide variety of use cases and functionality. Development teams searching for a test automation solution should consider each product’s feature set to weigh the potential benefits against current operational costs. 

#### Return on Investment (ROI)

With the right tool applied in the right way, test automation software ultimately saves companies time, money, and effort indefinitely after the initial investment. Companies should compare the upfront costs of implementation to potential gains that can be had later down the line after implementation. 

### Implementation of Automation Testing Tools

**How is Automation Testing Software Implemented?**

As stated above, there is a wide variety of use cases and functionalities of test automation software. This means that implementation can often depend on the tool or the specific kind of testing being conducted. 

Test automation software is often implemented through the cloud. There are tools for both desktop and mobile devices, including IoS and Android devices. Automation testing tools can also be open source, which will be important as open-source software continues to rise in popularity. 

**Who is Responsible for Automation Testing Tool Implementation?**

Developers are often key members of the implementation process, as they are the ones who will be using them regularly. QA team may be involved along with agile project managers in a DevOps environment. In reality, anyone involved in test coverage across the test suite could ultimately become involved. 

**What Does the Implementation Process Look Like for Automation Testing Tools?**

Companies should plan to run tests multiple times prior to going live in order to collect test data. This test data helps ensure that testing solutions work properly, and it identifies different potential problems before they occur.

**When Should You Implement Automation Testing Tools?**

Organizations should implement test automation systems once they have conducted initial testing on the tool. Once up and running, developers will be eager to utilize test automation software, as it saves them time and allows them to focus on other, more engaging activities. 

### Automation Testing Tools Trends

**Smart automation software tools**

As AI continues to develop as a technology, it is increasingly becoming integrated into different software testing tools. These “smart” tools are on the rise, particularly with staff that are missing developers and other resources due to labor shortages amid the Covid-19 pandemic. Automated tools are also beneficial because they are cost efficient and free up time for developers to work on other major projects and initiatives. 

**IoT and API testing**

IoT is another technology on the rise that will impact test automation software. The majority of data shared over IoT is connected through APIs. This means it will be increasingly critical to conduct API testing to ensure IoT-enabled devices are running smoothly.