Explore leading software testing companies that launch high-performing products, detect bugs early, improve stability, and ensure every feature works correctly across devices and environments. For teams focused on the US market, we also highlight trusted partners with region-specific expertise, including top US-based software testing companies.
Organic rankings are determined by five factors: top services, reviews, portfolio, awards/press, and team expertise. Sponsored listings pay for a placement that appears above organic positions. Sponsorship does not affect star ratings or review content - read more on our methodology page.

Sketch Development Services
VerifiedVerified by the DesignRush team for authenticity and credibility.Build it. Run it. Own it.
We embed development teams to build the right AI-enabled custom software, and equip your team to run it...
Top Services:
- Software Development
- Cloud Consulting
- UI/UX Design
- eCommerce Development
- DevOps Consulting
- Show more
- Location
- St. Louis, Missouri
- Number of Employees
- Under 49
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 8 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsSketch Development Services Services
Data sourced from the agency's DesignRush profileU.S. Bank Centene Corporation Maritz Change Healthcare Stifel Reinsurance Group of America (RGA) bioMerieux CareSource CENTEGIX Purina
Sketch Development Services Reviews & Testimonials
Monica's Review Sourced from Google
Amazing and talented people. I’ve worked for both client and agency side and can can say their partnership is amazing. They truly care about ongoing operations and not just ending it at a project level. Highly recommend! Message me if you want specifics.
John Andesilich's Review Sourced from Google
I own a marketing firm in Troy MO and I recently met with Calvin at Sketch Development Services to discuss a software development project I have been thinking about pursuing. He was very nice, easy to speak to and even though his field is a bit out of my knowledge base, he was able to explain things in a way that made perfect sense. I look forward to working with him and his team in the future and recommend anyone looking for a software or app development company to give them a try.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsAward Winning Custom Development Experts | ERP Integration | Shopify/BigCommerce
QOLOS (pronounced "koh-lohs") is a U.S.-based software development company, specializing in building custom, high-performance digital solutions for brands that demand innovation. From complex ERP integrations to e-commerce solutions - you are in good hands with QOLOS...
Top Services:
- Web Development
- eCommerce Development
- WordPress Website Design
- UI/UX Design
- Software Development
- Show more
- Location
- Green Bay, Wisconsin
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $50,000 & Up
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsQOLOS Services
Data sourced from the agency's DesignRush profileThermos Certco Stryker Louisville Vegan Jerky Dallas Morning News Dallas Police Department Bancroft and Sons Schneider National Cocktail Courier Restaurant Warehouse
QOLOS Reviews & Testimonials

WooCommerce Review from Amanda Viviano
We hired Qolos to build our local florist shop's website on WordPress and WooCommerce, and we couldn't be happier with the results. From the start, they took the time to understand our business and created a site that's not only beautiful but easy for our customers to browse and shop.The WooCommerce setup was seamless, our online ordering works exactly the way we needed it to. But what really sets Qolos apart is their ongoing monthly maintenance. We never have to worry about updates, security, or technical issues because they stay on top of everything. Any time we've had a question or a small change request, they've been responsive and professional.As a small local business, it means a lot to work with a team that genuinely cares about keeping our site running smoothly. Qolos has been a true partner, not just a vendor. Highly recommend them to any local business looking for reliable web design and maintenance!

Web Development Review from Sanjay Singh
I kept getting negative reviews about my app for technical glitches, heating issues, functionality, loading time, crashing, and more bugs. So, I reached out to QOLOS after going through 2-3 renowned review platforms. I explained my app issue to the team, and they did tremendous work with their mobile testing solutions. Also, I wanted to build a website for my app. They created a feature-rich and seamless website.

Shopify Review from Sarah Nesheim
Working with QOLOS was the best decision I have made in regards to scaling my business. They are professional, so creative, they communicate every step of the way and their pricing is fair for the highest quality work. The designer of our logo and website did it well and I am so impressed and proud of the final product! the designer listened and knew exactly what I wanted which made the process so simple. Seriously could not recommend QOLOS more!
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsSoftware Outsourcing & Development | 500+ Active Clients
Founded in 2009 by Nacho de Marco and Paul Azorín, BairesDev provides top 1% tech talent to a range of clients, from startups to Fortune 500 companies...
Top Services:
- Software Development
- Web Development
- UI/UX Design
- Mobile App Development
- Software Testing
- Show more
- Location
- San Francisco, California
- Number of Employees
- 1000 & Up
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 5 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsBairesDev Services
Data sourced from the agency's DesignRush profileGoogle Salesforce IBM Autodesk Rolls-Royce SiriuXM Motorola Burger King Chime
BairesDev Reviews & Testimonials

Web Development Review from Undisclosed
We were truly impressed by the BairesDev team's expertise, work ethic, and eagerness to learn. The agency quickly adapted to our corporate culture and integrated seamlessly. When tasked to work on a new platform, it provided solutions within a week. It's like the software version of a versatile and powerful utility infielder.

Staff Augmentation Review from Undisclosed
BairesDev engineers are the soul of the team. They’re able to identify dependencies and figure out solutions quickly. They strongly exceeded my expectations.

Web Development Review from Undisclosed
Following consultations with the BairesDev team, we recognized that the primary objective was to localize the system and concentrate on enhancing the UI, while also upgrading tools to uphold a high-performance analytics system. Witnessing its expertise and ability to address specific issues greatly alleviated our security platform's primary concerns.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsYOUR IOT PARTNER
Indeema is a global IoT engineering company. Our team works across the entire technology stack, including firmware development, electronics engineering, cloud platforms, data processing, and web and mobile applications...
Top Services:
- Software Development
- IoT
- Mobile App Development
- Wearables
- AI Development
- Show more
- Location
- Wroclaw, Poland
- Number of Employees
- 100 - 249
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 8 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsIndeema Software Services
Data sourced from the agency's DesignRush profileUDB Viking Scada Ads blocker UBreez Dol-Sensors Alice ShotKam Dog Cloud iReDS
Indeema Software Reviews & Testimonials
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Mobile App Development Review from Ted Selden
They actually suggest things to us. They find better ways of doing things, so they really strive to give their input and their suggestions, which is really nice rather than just building something we are asking them to build.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsTop Healthcare Product, Technology, & Venture Design Firm
Sidebench is the top healthcare technology design and software engineering firm in the US. We combine strategy, design, technical architecture at every point of our process. We are known for delivering extraordinary business results...
Top Services:
- Mobile App Development
- Software Development
- AI Development
- Wearables
- UI/UX Design
- Show more
- Location
- Los Angeles, California
- Number of Employees
- Under 49
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 11 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsSidebench Services
Data sourced from the agency's DesignRush profileAmerican Heart Association Children's Hospital Los Angeles (CHLA) Hoag Hospital Cortica A16Z (Andreessen Horowitz) Lightspeed Venture Partners Microsoft Rud Bull HP Sony
Sidebench Reviews & Testimonials

Translation Services Review from Abhit
They provide consulting services for a healthcare service provider. Sidebench contributed their expertise to a comprehensive mobile application to make sure it would pass Apple Store requirements. Thanks to Sidebench`s input, the application launched on the Apple Store after the first submission. Sidebench`s response times were quick, and they were willing to accommodate a unique working arrangement. The relationship that we had was probably unique; most companies would push to do the development themselves. We only needed Sidebench`s know-how, and they were willing to accommodate us.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsAI-first custom software and IT services for enterprise and government
AI-first custom software, AI and IT services firm in McLean, VA and North Bethesda, MD, serving enterprise and government. SBA-certified EDWOSB and WOSB, CAGE 9RX92. A senior Sthenos team is accountable on every engagement, and we build a free clickable prototype before you commit...
Top Services:
- Software Development
- AI Development
- Staff Augmentation
- Mobile App Development
- Cloud Consulting
- Show more
- Location
- McLean, Virginia
- Number of Employees
- Under 49
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 23 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsSthenos Technologies Services
Data sourced from the agency's DesignRush profileSpaceX NBCUniversal ABB Sterne, Kessler, Goldstein & Fox (SKGF) City Infusions RPO
Sthenos Technologies Reviews & Testimonials
Allie Braun's Review Sourced from Google
Sthenos Technologies delivered excellent service with a highly professional and responsive team throughout the process.Their expertise and commitment to quality made the experience smooth, efficient, and highly satisfactory.
Williams James's Review Sourced from Google
Sthenos Technologies has built a custom frontend solution for an out-of-the-box backend solution. The backend is separate from the work that Sthenos has done.
Daniel Smith's Review Sourced from Google
The service launched and was able to meet SLAs/KPIs set out by us and our client. This included uptime, time to process new schedules, ability for tutors to find and book lessons and fill rate of those lessons (for tutors).
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsSpecialized in Methodologies, Products & Services
Novacomp is a leading regional IT services company with over 25 years of experience assisting businesses in their digital transformation through solutions such as IT outsourcing, dedicated teams, IT consulting, staff augmentation, QA and software testing, app development, cloud services and more...
Top Services:
- Software Development
- Mobile App Development
- Software Testing
- IT Services
- Staff Augmentation
- Show more
- Location
- Miami, Florida
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $40/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 5 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsNovacomp Services
Data sourced from the agency's DesignRush profileBanistmo Grupo ICE Banco Popular Seguro Social de Costa Rica Scotiabank Banco Lafise Davivienda Instituto Costarricense de Electricidad Bomberos de Costa Rica
Grow your business with Thumbmunkeys
Thumbmunkeys is an ISO-certified design and development company based in York, UK, building award-winning mobile and web apps for businesses, government bodies, and non-profits since 2012. Our end-to-end services cover Android, iOS, and web app development from scratch to launch...
Top Services:
- Mobile App Development
- Web Development
- Software Testing
- Software Development
- Blockchain
- Show more
- Location
- York, United Kingdom
- Number of Employees
- Under 49
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $50,000 & Up
- Portfolios Count
- 8 Projects Listed
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsThumbmunkeys Services
Data sourced from the agency's DesignRush profileTransport for London Microsoft Savills KCOM SAP Capita Humberside Police Collinson Bumblebee Conservation Trust Ag-drive
Develop Beyond
Ascendum is an award-winning global technology firm dedicated to delivering pioneering ideas and solutions that enrich our clients' customers experiences and business operations. Our clients come to us for new ideas and boundary-pushing solutions...
Top Services:
- Software Testing
- Mobile App Development
- Web Design
- Software Development
- AI Development
- Show more
- Location
- Cincinnati, Ohio
- Number of Employees
- 1000 & Up
- Average Hourly Rate
- $100/hr
- Minimal Budget
- $50,000 & Up
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsAscendum Solutions Services
Data sourced from the agency's DesignRush profileJewelry Television 713 Media Group HappyOurs
Ascendum Solutions Reviews & Testimonials
J A's Review Sourced from Google
Worst business ethics I have been exposed to in a long time. Do yourself a favor and solicit advice from other sources.
Sales Department's Review Sourced from Google
They have some bad and crook employees , very unprofessional staff , rude people to deal with , the can care less if you have to call 50 times and none there to answer or call you back
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsPrecise Engineering. Here.
At LKICORP®, we provide expert engineering services to clients across a range of industries. Our team of skilled engineers has experience in mechanical, electrical, and environmental engineering, among others. We work closely with our clients to understand their unique needs and develop customized solutions...
Top Services:
- Mobile App Development
- Software Testing
- VR/AR
- Blockchain
- Software Development
- Show more
- Location
- Pittsburgh, Pennsylvania
- Number of Employees
- 1000 & Up
- Average Hourly Rate
- $300/hr
- Minimal Budget
- $50,000 & Up
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsLKICORP Services
Data sourced from the agency's DesignRush profileHigher Education Industry Finance Industry Government Industry Agriculture Industry Fintech Industry Automotive Industry Construction Industry Consumer Goods Industry Entertainment Industry eCommerce Industry
AI systems that hold up in production
Production AI systems for teams that need practical software, not AI theater: LLM apps, private knowledge systems, tool-using agents, predictive analytics, dashboards, evaluation, and implementation from strategy through launch...
Top Services:
- AI Development
- Software Development
- Software Testing
- Mobile App Development
- Big Data Analytics
- Show more
- Location
- Huntington Beach, California
- Number of Employees
- Under 49
- Average Hourly Rate
- $100/hr
- Minimal Budget
- $50,000 & Up
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsTuring Quantitative Services
Data sourced from the agency's DesignRush profileConfidential Venture Studio Confidential Healthcare AI Client Confidential E-commerce AI Client Confidential Government Technology Client Confidential Financial Services Client Confidential Real Estate AI Client Confidential Impact Technology Client Confidential Energy Management Client
We create tech but speak human.
From enterprise software solutions and innovative custom maps featuring intuitive wayfinding, to cutting-edge AR and VR experiences, we specialise in crafting transformative technology...
Top Services:
- Digital Services
- Digital Strategy
- UI/UX Design
- Web Development
- Software Testing
- Show more
- Location
- Sydney, Australia
- Number of Employees
- Under 49
- Average Hourly Rate
- $150/hr
- Minimal Budget
- $50,000 & Up
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsMobiddiction Services
Data sourced from the agency's DesignRush profileNSW Department Of Primary Industries InvoCare Homeworld Department of Customer Service Sydney Royal EasterShow Forestry Corporation of NSW FarmGate Auctions SharkSmart WhaleWatch
Mobiddiction Reviews & Testimonials
D W's Review Sourced from Google
After a few friendly email exchanges about what could make an app work better for me and no doubt others this group took on changes and for me astonishingly added the recommendation immediately.I’m impressed.
Chanel Gallen's Review Sourced from Google
We made the decision to move our development back home, after years of working with offshore developers. The Mobi team made the transition seamless, coming up to speed on a complex auction system quickly so there was limited down time in development. Mobi doesn't feel like an agency partner, but part of the FarmGate team. They aren't afraid to speak up if they feel we're heading off course, advise us on the right technology partners and have worked through the night alongside us if s%#t ever hits the fan. We know they have our back!
Saloni's Review Sourced from Google
Great place to work! The team is very smart and fun at the same time. Mike is an incredibly supportive and encouraging leader. If you want to work on exciting and creative projects - Mobiddiction is the ideal place to work at!
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsChallenges Accepted. Solutions Delivered.
Sigma Design integrates design, engineering, and manufacturing capabilities under one roof. That co-location enables rapid prototyping, rigorous testing, and quality assurance in one place, lets us own a significant portion of the supply chain internally, and produces quick feedback loops and streamlined...
Top Services:
- Design Services
- Product Design
- Wearables
- IoT
- Software Testing
- Show more
- Location
- Camas, Washington
- Number of Employees
- 250 - 499
- Minimal Budget
- $50,000 & Up
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsSigma Design Services
Data sourced from the agency's DesignRush profileLens Crafters LAIKA Accufit Daimler Trucks
Sigma Design Reviews & Testimonials
Vitas V's Review Sourced from Google
Sigma Design is a great engineering consultant for commercial and consumer level electronics product design and prototyping I would highly recommend working with them.
Gary Stetson's Review Sourced from Google
Have a vision for an electronic device or machine? These guys help with that. Very good team of engineers.
Dave Barcos's Review Sourced from Google
Excellent professionals. It's not often you find a group of professionals with the breadth of knowledge at their level.
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsEnabling companies to adapt and scale AI.
AI enablement and custom AI development company helping enterprises and mid-market leaders adopt, scale, and succeed with AI - faster, safer, and smarter. We simplify the complexity of enterprise AI by guiding organizations from strategy to deployment, combining consulting, custom development, and proven AI...
Top Services:
- Product Design
- UI/UX Design
- AI Development
- IoT
- Software Development
- Show more
- Location
- Zagreb, Croatia
- Number of Employees
- 50 - 99
- Average Hourly Rate
- $100/hr
- Minimal Budget
- $50,000 & Up
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsMargins Services
Data sourced from the agency's DesignRush profileJohn Hopkins University Mars Croatian Medical Chamber
Margins Reviews & Testimonials
Marko Bajlo's Review Sourced from Google
I’ve got a chance to cooperate with agency, very professional and problem solving oriented team!
Reviews verified by DesignRush and sourced from the agency's profile View All ReviewsA Next-Generation Layer 2 Scaling Solution for Bitcoin
IBVM launched a full ecosystem including Mainnet/Testnet infrastructure, wallet applications, blockchain explorer, Telegram automation systems, and rollup-based architecture designed for scalable Bitcoin interoperability and energy-efficient transactions...
Top Services:
- Web Development
- Digital Marketing
- Blockchain
- Software Development
- AI Development
- Show more
- Location
- Victoria, Texas
- Number of Employees
- Under 49
- Average Hourly Rate
- $50/hr
- Minimal Budget
- $50,000 & Up
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsInternational Bitcoin Virtual Machine (IBVM) Services
Data sourced from the agency's DesignRush profileQuest Global Technologies Pegasus Tech Ventures Oxlabs
Customer Software and App Development
InnovationM is top mobile application developers in Noida. Best Mobile app development services in Noida, Delhi, NCR, Gurgaon, India. Trusted mobile app designer and developer in Noida, Delhi, Gurgaon, India. Trusted mobile application development company in Delhi, Noida...
Top Services:
- Web Design
- eCommerce Development
- Web Development
- Mobile App Development
- Software Development
- Show more
- Location
- Noida, India
- Number of Employees
- 500 - 999
- Average Hourly Rate
- $40/hr
- Minimal Budget
- $50,000 & Up
Data sourced from the agency's DesignRush profile, its website, and other relevant accountsInnovationM Technology Solutions Services
Data sourced from the agency's DesignRush profileWHO Saregama Padhanisa Airtel IDFC First Bank Domino's Tax Buddy Indigo Titan British Council Gatwick Airport
InnovationM Technology Solutions Reviews & Testimonials
Sidhi Kedia's Review Sourced from Google
A great place to work and learn,The company provides excellent exposure to real-world projects, a supportive team, and a collaborative work environment. I’ve gained valuable practical experience while improving both my business and technical skills. Working on Digital Engineering and Custom Software Development projects has been a great learning experience. Overall, it has been a very positive and rewarding journey, and I would definitely recommend it to anyone looking for growth in a Software Development Company.
SUNIL SARKAR's Review Sourced from Google
We approached InnovationM, a leading app development company in India, with a clear requirement: we needed a mobile app for our travel company for booking hotels and flights that was not only functional but also user-friendly and scalable for future growth. From the very first discussion, their team demonstrated a strong understanding of our requirements. They took the time to analyze our goals, suggested practical improvements, and provided a structured roadmap for development. Communication throughout the project was consistent, and they kept us informed at every stage.Overall, the experience was highly professional and satisfying. Their attention to detail and commitment to quality made a significant difference, and we would definitely recommend them to anyone looking for reliable app development services.
Pratiksha Tiwari's Review Sourced from Google
We needed a custom software solution tailored specifically to our business operations, and finding the right software development partner was a crucial decision. We were initially unsure whether a Noida-based company could fully understand our unique requirements and deliver a scalable solution. From the beginning, the InnovationM team demonstrated a deep understanding of our business challenges. They took the time to analyze our workflows and proposed a solution that was both practical and future-ready. Their structured approach gave us confidence in their capabilities.The final software solution was reliable, efficient, and perfectly aligned with our needs. It helped streamline our operations and improve overall productivity. We are extremely satisfied with the outcome and would highly recommend their services as a trusted IT services and software development company in India.
Reviews verified by DesignRush and sourced from the agency's profile View All Reviews
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Frequently Asked Questions About Software Testing Companies
What services do software testing firms provide?
Software testing companies provide different testing services to identify errors, security risks, performance issues, and how the software behaves in real-life situations and across devices. As part of their software testing service, they also check if each feature works as expected, fix bugs, make improvements, and make sure new software development updates don’t break existing functions, so the software quality remains stable.
Core services include:
- Functional testing
- Performance testing
- Security testing
- Usability testing
- Regression testing
- Automation testing
- Accessibility testing
- Mobile app testing
- API testing
- Compatibility testing across devices/browsers
- Compliance testing
- Testing with artificial intelligence (AI) tools
- QA audit
How much do software testing services cost?
Hourly rates for QA testing range from $25 to $200+. The final cost is determined based on the size of the software or application, its complexity, required testing type, tech stack (custom-built and older legacy systems cost more), and niche.
The rate will also depend on the seniority of the software tester. Across the United States, junior quality assurance (QA) tester may charge $70 to $110 per hour, while the rate for a senior QA mentor and automation engineer can range from $130 to $200 per hour.
Special software testing services such as QA audit goes from $5,000 to $25,000.
How can businesses know what type of software testing do they need?
Businesses can determine what type of testing solutions they need based on the potential impact of failures and the likelihood of defects. Namely, if they encounter:
- Core functionality issues: Use functional testing to verify features work as expected
- Unstable code or new features: Use unit testing for individual components and integration testing for modules working together
- Poor system stability after updates: Seek regression testing to make sure new changes didn't break existing features
- Performance and load issues: Use performance and load testing to evaluate speed and scalability
- Security issues: Security and penetration testing are commonly used across apps handling sensitive user data
- Hard-to-navigate user experience (UX): Pursue usability testing to determine how intuitive the application is for end users
- Low compatibility across devices: Compatibility testing can evaluate how good the app works on different browsers, devices, and OS versions
There is also the option to choose between manual and automated testing.
Is automated testing more expensive than manual testing?
As an investment, automated testing is pricier than manual testing but offers a lower cost-per-test over time as it can run the same scripts repeatedly, without human intervention. Conversely, manual testing entails lower upfront fee, but its cost grows linearly as the project grows, as every test cycle requires paid hours from QA testers.
So, for short-term projects or ones with shifting requirements, manual testing is considered a more economical option, whereas for maintenance and regression cycles, automated testing grants better return on investment.
The main distinction between these methodologies is that manual testing relies on human observation and interaction to identify defects, whereas automated testing uses software scripts to compare outcomes against predicted results.
Manual testing is best suited for exploratory testing, usability assessments, ad-hoc bug hunting, and minor hotfix verifications where script development would be inefficient. Automated testing, on the other hand, is primarily used for regression testing to make sure the new code does not break existing features.
How do businesses measure the effectiveness of software testing?
The effectiveness of the software testing is measured via:
- Code coverage: The percentage of the code that has been tested
- Defect density: The number of defects found per unit of code
- Test case effectiveness: The percentage of test cases that identify defects; helps prune redundant and ineffective tests
- Time to detect and fix defects: The time it takes to identify and fix software defects and software bugs
- Defect leakage: The number of bugs that "escaped" to production versus those caught during the testing phase













