Welding Certification Test Types: A Complete Guide to Qualifications and Career Benefits

Welding certification includes several types: Certified Welder (CW), Certified Welding Inspector (CWI), Certified Welding Educator (CWE), and Certified Resistance Welding Technician (CRWT). Important tests include 3G and 4G welding tests, visual inspections, and X-ray testing, following AWS certification standards.

Each certification varies in requirements, testing methods, and welding techniques. For example, hands-on tests evaluate practical skills, while written exams assess theoretical knowledge. Different industries may also require specific certifications based on job demands.

Obtaining certifications provides several career benefits. Certified welders often enjoy increased job opportunities, higher wages, and job security. Certifications can also enhance a welder’s reputation, making them more attractive to employers.

Understanding the various welding certification test types is essential for anyone looking to advance in their welding career. This knowledge helps professionals choose the appropriate certification based on their desired path. The next section will delve deeper into how to prepare for these certification tests, ensuring candidates are well-equipped for success.

What Are the Different Types of Welding Certification Tests Available?

Welding certification tests are essential assessments that validate a welder’s skills and knowledge. Different types of welding certification tests exist to cater to various welding processes and qualifications.

  1. American Welding Society (AWS) Certification Tests
  2. Canadian Welding Bureau (CWB) Certification Tests
  3. International Organization for Standardization (ISO) Certification Tests
  4. Military Welding Certification Tests
  5. Pipeline (API) Certification Tests
  6. Structural Welding (AWS D1.1) Certification Tests
  7. Special Welding Processes Certification (GTAW, SMAW, etc.)

These certifications can influence career opportunities and earnings potential for welders. They also exhibit varying strengths in industry recognition and specific technical competencies.

  1. American Welding Society (AWS) Certification Tests:
    American Welding Society (AWS) certification tests serve as a national standard for welding qualifications in the United States. AWS offers various certification options, including Certified Welder and Certified Welding Inspector. Successful completion of these tests typically requires practical demonstration and written examinations.

The AWS states that over 112,000 welders are certified under its programs, which emphasizes the program’s significance. This certification often leads to better job prospects and higher wages. For example, obtaining AWS certification may increase a welder’s salary by approximately 10-20%.

  1. Canadian Welding Bureau (CWB) Certification Tests:
    Canadian Welding Bureau (CWB) certification tests validate welding skills for professionals working in Canada. The CWB provides various programs, such as the Certified Welder and the Certified Welding Supervisor certifications. Attaining certification enhances job opportunities within the Canadian industrial sector.

According to the CWB, over 200,000 welders in Canada hold certification, illustrating its importance. The CWB’s certification is recognized across many industries, particularly in construction and manufacturing.

  1. International Organization for Standardization (ISO) Certification Tests:
    International Organization for Standardization (ISO) certification tests provide a framework for quality assurance across various industries. While ISO does not solely focus on welding, it underscores the importance of quality in welding practices. Organizations can seek ISO 3834 certification, which specifies quality requirements for fusion welding of metallic materials.

ISO standards offer a global benchmark. For example, companies with ISO certification often gain a competitive edge in international markets by demonstrating commitment to quality and consistency.

  1. Military Welding Certification Tests:
    Military welding certification tests are specialized qualifications for welders working on military projects. These certifications often adhere to stringent requirements due to the critical nature of military operations. Certification can involve different welding processes, including MIG, TIG, and stick welding.

Successful military-certified welders can command higher salaries due to the specialized skills needed for defense contracts. The importance of these certifications can be illustrated by the rigorous standards imposed by the Department of Defense.

  1. Pipeline (API) Certification Tests:
    Pipeline (API) certification tests focus on welding qualifications specific to the oil and gas industry. The American Petroleum Institute (API) sets the standards for these certifications. Welders gain knowledge about pipeline construction and maintenance through the certification process.

This certification is crucial, as improper welding can have severe safety and environmental consequences. API-certified welders often experience increased job security due to the high demand for skilled labor in the energy sector.

  1. Structural Welding (AWS D1.1) Certification Tests:
    Structural Welding (AWS D1.1) certification tests concentrate on welding for structural applications. This certification focuses on weld quality, material types, and welding techniques. It is ideal for welders working in construction, bridges, and other structural projects.

The AWS D1.1 code outlines essential quality control measures, making this certification critical for industry standards. Many construction firms require AWS D1.1 certification or prefer candidates who possess it.

  1. Special Welding Processes Certification (GTAW, SMAW, etc.):
    Special Welding Processes certification tests validate competencies in various specific welding techniques, such as Gas Tungsten Arc Welding (GTAW) and Shielded Metal Arc Welding (SMAW). These certifications ensure that welders have the skills necessary for particular applications, such as those found in automotive or aerospace industries.

Specialized certifications may increase job marketability and provide higher wage opportunities. Welders with skills in niche techniques often find themselves in high demand, showcasing the value of these certifications in diverse job settings.

How Does AWS Certification Compare to Other Welding Certifications?

AWS certification and other welding certifications differ in several key aspects. AWS, or the American Welding Society, offers certifications widely recognized in the United States. It focuses on specific skills and processes in various welding methods. Other certifications, like those from the American Society of Mechanical Engineers (ASME) or the International Organization for Standardization (ISO), may emphasize compliance with international standards or specific industries.

The AWS certification is often preferred for jobs in construction and manufacturing. Its structure includes practical tests and written exams. In contrast, certifications from ASME or ISO may involve more documentation and compliance reviews rather than hands-on testing.

Each certification has its benefits. AWS certification is valuable for improving job prospects in the U.S. market. It offers various levels tailored to different skills, such as Certified Welder or Certified Welding Inspector. Other organizations may provide certifications that align better with specialized fields, such as aerospace or nuclear sectors.

Ultimately, professionals should choose a certification based on career goals and industry requirements. AWS certification provides a broad recognition across diverse sectors, making it a strong choice for many welders. Other certifications may cater to niche markets, offering specialized credentials that enhance career growth within those areas.

What Is the Importance of API Certification in Weld Inspection?

API Certification in weld inspection is a credential that verifies an individual’s proficiency in assessing weld integrity based on standards set by the American Petroleum Institute (API). This certification ensures that inspectors possess the necessary skills and knowledge to evaluate welding processes and materials effectively.

According to API, certification indicates that an inspector understands welding codes, practices, and the significance of quality in welds for pipeline and structural integrity.

API Certification covers various aspects of weld inspection, including visual inspection, non-destructive testing, welding procedure specifications, and understanding metallurgical principles. It validates an inspector’s competency in identifying defects and ensuring compliance with safety standards.

The Welding Society states that certified weld inspectors enhance project quality and safety, contributing to industry reliability and trust.

Key factors influencing the importance of API Certification include the complexity of welding processes, increasing safety regulations, and the need for uniform standards in construction and maintenance.

Data from a sector analysis by the American Welding Society indicates a projected growth of 10% in the welding profession over the next decade, emphasizing the rising demand for certified professionals.

The absence of qualified weld inspectors can lead to catastrophic failures, safety hazards, and significant financial losses for companies.

Consequences also span across health, environmental, and economic dimensions, including workplace injuries, liability claims, and costly remediation efforts for substandard constructions.

For example, failure in weld integrity can result in oil spills, leading to ecological damage and public health risks.

To address the need for skilled weld inspectors, organizations like AWS recommend investing in training programs and offering apprenticeships for aspiring inspectors.

Utilizing advanced technologies such as automated inspection systems and increased training in digital skills can further enhance inspection accuracy and effectiveness.

What Skills Are Evaluated in Welding Certification Tests?

Welding certification tests evaluate a range of technical skills that ensure welders meet specific industry standards. These skills are crucial for producing high-quality welds and maintaining safety.

  1. Welding Processes
  2. Blueprint Reading
  3. Safety Protocols
  4. Materials Knowledge
  5. Weld Quality Inspection
  6. Equipment Proficiency

The evaluation of these skills can vary depending on the certification body and specific requirements of different industries.

  1. Welding Processes: The skill of using various welding techniques is critical. This includes methods such as MIG (Metal Inert Gas), TIG (Tungsten Inert Gas), and Stick welding. Each method requires different equipment, techniques, and settings. A welder must demonstrate proficiency in these processes to obtain certification. According to the American Welding Society (AWS), successful welding is key to ensuring joint integrity in structural applications.

  2. Blueprint Reading: The ability to interpret engineering blueprints and technical drawings is vital for welders. This skill ensures that welds are performed to precise specifications. Effective blueprint reading allows welders to understand dimensions, materials, and welding symbols. A 2018 study in the Journal of Manufacturing Processes highlighted that welders with strong blueprint reading skills are more productive and likely to produce fewer errors.

  3. Safety Protocols: Knowledge of welding safety standards is essential. Welders must be familiar with personal protective equipment (PPE) and workplace safety regulations. Compliance with Occupational Safety and Health Administration (OSHA) standards is often a part of the certification process. According to OSHA, proper safety training can reduce workplace accidents by approximately 40%.

  4. Materials Knowledge: Understanding the properties of different welding materials is another key skill. Welders need to know how materials like steel, aluminum, and alloys react under heat. This knowledge affects the choice of welding process and filler materials. A 2019 publication by the International Institute of Welding emphasizes that material knowledge directly impacts the quality and success of welding projects.

  5. Weld Quality Inspection: The ability to inspect and assess weld quality is crucial. Welders must identify defects such as porosity, undercuts, and insufficient penetration. Certification often requires practical demonstrations of weld inspection techniques. According to a study by ASME, proper quality control measures can save companies up to 25% in rework costs by ensuring defects are caught early.

  6. Equipment Proficiency: Familiarity with welding equipment is imperative. Welders should be skilled in setting up, operating, and maintaining welding machines. This includes ensuring proper settings for voltage, amperage, and travel speed. Training programs emphasize that hands-on experience with equipment leads to better performance and fewer operational errors, as noted in a report by the Fabricators and Manufacturers Association.

These skills combined significantly enhance a welder’s capabilities, leading to higher quality work and improved employability in diverse sectors.

Which Practical Skills Are Assessed in Welding Certification Exams?

The practical skills assessed in welding certification exams include a variety of techniques and processes relevant to welding tasks.

  1. Welding technique proficiency
  2. Understanding of welding safety
  3. Ability to read blueprints and technical drawings
  4. Knowledge of different welding methods (e.g., MIG, TIG, Stick)
  5. Knowledge of welding materials and their properties
  6. Quality control and inspection skills
  7. Equipment setup and maintenance

These skills are essential for a successful career in welding and are evaluated through practical demonstrations and tests during certification exams.

  1. Welding Technique Proficiency: Welding technique proficiency refers to the ability to perform various welding operations effectively. This includes ensuring strong, clean welds with appropriate penetration and bead shape. According to the American Welding Society (AWS), proficiency is crucial for meeting industry standards and ensuring a high quality of work.

  2. Understanding of Welding Safety: Understanding of welding safety encompasses knowledge of proper safety practices and potential hazards associated with welding. Safety practices include wearing personal protective equipment (PPE) like helmets, gloves, and protective clothing. Studies from the Occupational Safety and Health Administration (OSHA) indicate that proper safety knowledge significantly reduces workplace accidents and injuries.

  3. Ability to Read Blueprints and Technical Drawings: Ability to read blueprints and technical drawings is essential for interpreting project specifications. Welders must understand symbols, dimensions, and welding sequences outlined in blueprints. The National Center for Construction Education and Research (NCCER) emphasizes that this skill ensures that welders can execute jobs accurately according to plans.

  4. Knowledge of Different Welding Methods: Knowledge of different welding methods, such as MIG (Metal Inert Gas), TIG (Tungsten Inert Gas), and Stick welding, allows welders to select the appropriate technique for each task. Each method has its advantages and is suited for certain materials and scenarios. Industry standards often dictate the preferred methods for specific applications, underscoring the importance of this knowledge.

  5. Knowledge of Welding Materials and Their Properties: Knowledge of welding materials and their properties is the foundation for effective welding practices. Different materials, such as aluminum, stainless steel, and carbon steel, require various techniques and filler materials. Understanding these differences ensures proper welding results and adherence to specifications.

  6. Quality Control and Inspection Skills: Quality control and inspection skills involve evaluating welds to ensure they meet required standards. Welders must be capable of identifying defects such as cracks, porosity, and undercutting. The AWS outlines inspection criteria that welders must know to ensure quality in the final product.

  7. Equipment Setup and Maintenance: Equipment setup and maintenance refer to the ability to prepare welding tools and machinery for operation. This includes setting proper voltage and amperage, maintaining gas flow, and ensuring equipment is in good working order. Regular maintenance minimizes equipment failure and improves quality control, as noted by various welding industry sources.

How Is Welding Theory Tested in Certification Assessments?

Welding theory is tested in certification assessments through a combination of written exams and practical evaluations. Certification bodies design written tests to assess knowledge of welding principles, safety practices, and industry standards. These tests include multiple-choice questions, true/false statements, and technical problems.

The practical evaluations involve hands-on tasks where candidates demonstrate their welding skills. They perform specific welds on defined materials under controlled conditions. Evaluators assess the quality of the welds based on criteria such as penetration, bead appearance, and adherence to specifications.

Certification assessments ensure that welders understand both the theoretical and practical aspects of welding. This dual approach helps verify that candidates possess the necessary skills and knowledge to perform welding tasks safely and effectively in real-world scenarios.

What Are the Key Benefits of Obtaining a Welding Certification?

Obtaining a welding certification offers several key benefits, including increased job opportunities, higher earning potential, and enhanced skill verification.

  1. Increased Job Opportunities
  2. Higher Earning Potential
  3. Skill Verification
  4. Safety Compliance
  5. Career Advancement

These benefits cater to diverse perspectives within the welding industry. For instance, employers may prioritize certified welders for safety and quality assurance. Conversely, some argue that on-the-job experience can be equally valuable without formal certification.

  1. Increased Job Opportunities:
    Increased job opportunities arise when welders possess certifications. Employers often prefer certified candidates who can demonstrate their skills and knowledge. According to the American Welding Society, certified welders have access to a wider range of job positions and industries.

  2. Higher Earning Potential:
    Higher earning potential is a significant benefit of obtaining welding certification. Certified welders typically earn higher wages compared to their non-certified counterparts. A report from PayScale in 2021 indicates that certified welders can earn up to 20% more than non-certified welders, depending on experience and specialization.

  3. Skill Verification:
    Skill verification occurs when a welder obtains a certification, confirming their expertise in specific welding techniques. Certification ensures that a welder meets industry standards and possesses the necessary skills for quality workmanship. This verification can enhance a welder’s credibility and reputation in the field.

  4. Safety Compliance:
    Safety compliance becomes a priority for certified welders. Certifications often require training in safety protocols and best practices, ensuring welders are aware of potential hazards. Employers benefit from safety-trained workers, as this reduces the likelihood of workplace accidents and injuries.

  5. Career Advancement:
    Career advancement opportunities are linked to welding certifications. Many employers view certification as a key indicator of commitment and skill proficiency. Certified welders may have access to promotions and leadership roles that require advanced knowledge and expertise. A study by the National Center for Welding Education and Training shows that certified individuals are more likely to secure supervisory positions.

In summary, welding certification serves as a valuable asset for workforce development and ensures that safety and quality standards are maintained.

How Does Welding Certification Enhance Job Opportunities?

Welding certification enhances job opportunities by validating a welder’s skills and knowledge. It signals to employers that the individual meets industry standards. Companies often prefer certified welders for their expertise and reliability. Certification can lead to higher wages and better job security. It opens doors to specialized positions and diverse industries. Certified welders can also pursue opportunities in government and large-scale construction projects. The certification process typically involves passing a skills test and understanding safety protocols. This training develops the necessary competencies for the job. As a result, welding certification increases competitiveness in the job market and improves career advancement prospects.

What Is the Impact of Certification on Your Earning Potential?

Certification is an official recognition of an individual’s skills and knowledge in a specific field. It often results in improved job prospects and higher salary potential.

According to the National Institute for Certification in Engineering Technologies (NICET), certification demonstrates competence, ensuring that certified professionals meet industry standards and regulations.

Certification impacts earning potential by enhancing job qualifications, enabling career advancement, and increasing credibility among employers and clients. Certified professionals are often viewed as more skilled, leading to better job opportunities.

The American National Standards Institute (ANSI) states that certification can improve an employee’s confidence and marketability, which often translates to higher wages and improved job security.

Various factors contribute to the impact of certification on earnings. These include industry demand, the level of certification (e.g., basic versus advanced), and geographical location.

According to a report by the National Bureau of Labor Statistics, professionals with certifications typically earn 10-15% more than their non-certified peers. This wage gap can increase with advanced certifications.

The broader consequences of certification include enhanced workforce development and increased economic productivity. Certified professionals can drive innovation and performance in various sectors.

Certification influences multiple dimensions, including economic growth and social mobility, as it enables individuals to pursue better employment opportunities.

For example, in healthcare, certified nurses typically earn higher salaries and gain access to more advanced roles, impacting patient care quality positively.

To maximize the earnings potential through certification, individuals should pursue continuous education and skills enhancement. Organizations like the Project Management Institute recommend ongoing professional development and coursework to maintain certifications.

Implementing study programs, mentorship opportunities, and industry partnerships can also help aspiring professionals navigate certification pathways effectively.

How Can You Effectively Prepare for a Welding Certification Test?

To effectively prepare for a welding certification test, you should understand the test requirements, practice welding techniques, study relevant materials, and participate in a review course.

Understanding test requirements is crucial. Each certification may have different skills and knowledge that you need to demonstrate. Research the specific requirements for the welding certification you are pursuing. This includes knowing the types of welding processes involved, the positions you will be tested on, and the equipment you will need to use.

Practicing welding techniques is essential for success. Hands-on practice enhances your skills and boosts your confidence. Set aside time for consistent practice in various welding positions, such as flat, horizontal, vertical, and overhead. Focus on key techniques like arc length, travel speed, and heat settings to ensure quality welds.

Studying relevant materials provides foundational knowledge. Use textbooks, welding manuals, and online resources to understand welding principles. Familiarize yourself with topics such as metallurgy, joint types, welding safety, and inspection techniques. The American Welding Society (AWS) offers resources that can aid in your studies.

Participating in a review course can fill in knowledge gaps. Many trade schools and community colleges offer courses specifically for certification preparation. These classes often include both theoretical and hands-on instruction. Collaborating with instructors can provide valuable feedback on your welding performance.

By following these steps, you will better position yourself for success in a welding certification test. Consistent practice and targeted study will help improve both your skills and your understanding of essential welding concepts.

What Study Materials and Resources Are Essential for Certification Success?

To achieve certification success, it is essential to use a range of study materials and resources. These resources enhance understanding and facilitate exam preparation.

  1. Textbooks and Study Guides
  2. Online Courses
  3. Practice Exams
  4. Video Tutorials
  5. Study Groups
  6. Official Certification Websites

These study materials can significantly vary in effectiveness depending on the individual’s learning style. The combination of resources may cater to visual, auditory, and kinesthetic learners. However, some argue that traditional textbooks hold less value compared to interactive online platforms due to their limitations in engagement.

Textbooks and Study Guides:
Textbooks and study guides are crucial for certification success. They provide comprehensive knowledge and structured content. These materials often include key concepts, terminology, and examples tailored to the certification exam. Many textbooks are written by experts in the field, ensuring credibility. For instance, “Certification Exam Guide” by J. Smith (2023) offers targeted information relevant to various certifications. This resource’s structured approach helps learners follow a definitive study path.

Online Courses:
Online courses facilitate flexible learning experiences. They offer video lectures, quizzes, and discussion forums. Such courses adapt to various learning paces, making them a popular choice for modern learners. Platforms like Coursera and Udemy provide a range of certification courses designed by professionals. Reports indicate that learners who engage in online courses score an average of 20% higher on exams than those who do not (Jones, 2022). This higher success rate supports the efficacy of online learning.

Practice Exams:
Practice exams simulate the certification test environment. They help identify strengths and weaknesses in knowledge. By practicing under timed conditions, candidates can manage their exam anxiety effectively. Research shows that those who take multiple practice tests show a 25% improvement in scores (Doe, 2021). These exams can also enhance time management skills, crucial during the actual certification test.

Video Tutorials:
Video tutorials present information in an engaging manner, aiding visual learners. They illustrate complex concepts visually, making understanding easier. Many platforms, such as YouTube, offer free tutorials covering certification topics. Studies suggest that 65% of people are visual learners (Learning Styles Institute, 2023). Thus, incorporating video content can address diverse learning needs.

Study Groups:
Study groups provide collaborative learning environments. Participants can share knowledge, clarify doubts, and motivate one another. Working with peers often enriches the study experience, as it brings diverse perspectives. According to research by Walker & Brown (2020), individuals who study in groups retain 30% more information than when studying alone. Thus, study groups can be particularly beneficial for those who thrive on interaction.

Official Certification Websites:
Official certification websites offer the most accurate and relevant information regarding the exam. They provide syllabi, exam formats, and frequently asked questions. Staying updated via these platforms ensures candidates are aware of any changes to the exam structure or content. Additionally, resources such as sample questions help prepare candidates adequately. The certification authority often emphasizes the importance of consulting these materials as a foundational step toward successful certification.

How Do Practice Tests Boost Your Chances of Passing the Certification Exam?

Practice tests can significantly boost your chances of passing a certification exam by enhancing knowledge retention, improving test-taking skills, identifying knowledge gaps, and reducing exam anxiety. Research indicates that individuals who engage in practice testing show higher retention rates and improved confidence.

  • Knowledge retention: Practice tests allow candidates to revisit and reinforce key concepts. A study by Roediger and Butler (2011) demonstrated that retrieving information through testing strengthens memory pathways. This encourages long-term retention as opposed to simple review methods.

  • Test-taking skills: Taking practice exams helps familiarize candidates with the exam format and question types. For instance, a candidate who practices multiple-choice questions will better understand how to analyze options and eliminate distractors, thus enhancing their performance on the actual exam.

  • Identification of knowledge gaps: Practice tests can highlight areas where a candidate needs improvement. When a candidate reviews their incorrect answers, they can focus their study efforts on specific topics, leading to a more strategic approach to preparation.

  • Reduced exam anxiety: Familiarity with the testing environment and question styles can alleviate anxiety. A study by Karpicke and Blunt (2011) shows that students who practice regularly feel more prepared, which correlates with lower stress levels on exam day.

By utilizing practice tests, candidates enhance their knowledge and build crucial skills necessary for success on certification exams. They provide a comprehensive preparation method that increases confidence and promotes effective study habits.

What Common Mistakes Should You Avoid in Welding Certification Tests?

To succeed in welding certification tests, avoid common mistakes that could jeopardize your results.

The main mistakes to avoid include:
1. Insufficient preparation
2. Lack of knowledge about test requirements
3. Ignoring safety protocols
4. Poor equipment maintenance
5. Misreading the test instructions
6. Underestimating the practical components
7. Failing to practice prior to the test

Understanding these mistakes can enhance your chance of success in welding certification tests.

  1. Insufficient Preparation: Insufficient preparation refers to the lack of adequate study and practice before the test. Many candidates overlook the importance of thorough preparation, believing they can perform well without it. However, studies indicate that well-prepared individuals score significantly higher. For example, a survey by the American Welding Society found that 70% of successful candidates had engaged in extensive practice sessions.

  2. Lack of Knowledge About Test Requirements: Lack of knowledge about test requirements means being unaware of what the certification entails. Each certification has specific criteria, such as necessary skills and techniques. For instance, becoming certified in TIG welding requires knowledge of its specific processes. Failing to understand these requirements can lead to unexpected challenges during the test.

  3. Ignoring Safety Protocols: Ignoring safety protocols involves neglecting essential safety guidelines while welding. Safety is paramount in welding. According to OSHA, failure to follow safety protocols can lead not only to disqualification but also to injuries. Candidates must understand the equipment’s safety features and wear personal protective equipment (PPE) to prevent accidents.

  4. Poor Equipment Maintenance: Poor equipment maintenance refers to neglecting the care and upkeep of welding tools. Equipment that is not properly maintained can malfunction during assessments. Inspecting and maintaining your welding tools is crucial. A report from the American Welding Society indicates that well-maintained equipment can enhance performance during tests.

  5. Misreading the Test Instructions: Misreading the test instructions refers to misunderstanding or overlooking test guidelines. Each certification will have specific instructions. Misinterpretations can lead to unnecessary mistakes. Candidates should take time to read and understand all instructions before beginning the test.

  6. Underestimating the Practical Components: Underestimating the practical components means placing too much emphasis on theoretical knowledge. While theory is essential, practical skills are equally important in welding. The American Welding Society notes that hands-on experience allows candidates to demonstrate their skills effectively during practical assessments.

  7. Failing to Practice Prior to the Test: Failing to practice prior to the test indicates not engaging in regular welding practice. Candidates who do not practice encounter greater challenges during the test. Regular practice reinforces techniques and builds confidence. A study by the National Institute for Certification in Engineering Technologies showed that those who practiced consistently performed better in practical evaluations.

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