Good CCAT Score: 2026 Requirements by Job Level

Just received your CCAT test results and staring at a number like 28, 35, or 42? You’re probably wondering: “Is this a good CCAT score? Will it help or hurt my job prospects?”

Last Updated: 2026 - This guide includes the most current CCAT score benchmarks, percentile rankings, and employer requirements for 2026.

Understanding what makes a good CCAT score isn’t just about knowing if you “passed” – it’s about positioning yourself competitively in the job market. This comprehensive guide will decode every aspect of your cognitive aptitude test results, from raw scores to percentiles, and show you exactly what good CCAT scores employers are looking for.

CAT Test Results Explained: Reading Your Score Report

When you receive your CCAT test results, you’ll see several key numbers that determine your competitive position:

Your Raw Score (0-50)

This is simply the number of questions you answered correctly out of 50 total questions. There’s no penalty for wrong answers, so a raw score of 30 means you got 30 questions right.

Your Percentile Rank (1st-99th)

This shows how you performed compared to other test-takers. A 75th percentile means you scored higher than 75% of people who took the test – this is what employers care about most.

Your Score Range Classification

Most employers receive your results categorized into performance bands (like “Above Average” or “High”) rather than exact numbers.

Complete CAT Score Range Breakdown: What Each Number Means

Here’s the definitive breakdown of CCAT score ranges and what they mean for your career prospects:

Bottom Tier (0-19 points)

• Percentile Range: 1st-25th percentile
  • Classification: Below Average
  • Job Prospects: Limited to entry-level positions with minimal cognitive demands
  • Reality Check: This range suggests significant preparation needed before applying to most professional roles

Entry Level (20-27 points)

• Percentile Range: 26th-65th percentile
  • Classification: Average to Slightly Above Average
  • Job Prospects: Suitable for administrative roles, customer service, basic sales positions
  • Sweet Spot: Score of 24 = 50th percentile (true average)

Professional Level (28-35 points)

• Percentile Range: 66th-90th percentile
  • Classification: Above Average to High
  • Job Prospects: Competitive for most mid-level professional roles, management positions
  • Key Threshold: Score of 31+ puts you in top 20% of test-takers

High Achiever (36-42 points)

• Percentile Range: 91st-98th percentile
  • Classification: High to Superior
  • Job Prospects: Excellent for technical roles, finance, strategy positions
  • Elite Status: These scores open doors to top-tier companies

Exceptional (43-50 points)

• Percentile Range: 99th percentile
  • Classification: Superior
  • Job Prospects: Any role, including the most cognitively demanding positions
  • Reality: Only 1-2% of test-takers achieve this range

Percentile Rankings: Understanding Your Competitive Position

Your percentile rank is more important than your raw score because it shows your relative performance. Here’s how to interpret common percentile ranges:

• 50th Percentile (Score ~24): You performed better than half of all test-takers
• 75th Percentile (Score ~30): You beat 75% of candidates – a strong result
• 90th Percentile (Score ~36): You’re in the top 10% – excellent performance
• 95th Percentile (Score ~40): Top 5% – exceptional cognitive ability
• 99th Percentile (Score ~45+): Top 1% – rare intellectual performance

Average CAT Score: Industry Benchmarks

The overall average CCAT score is 24 out of 50, which sits at roughly the 50th percentile. That number is not an estimate. Criteria Corp, the test’s publisher, states plainly that the average test taker only gets 24 questions right, and that less than 1% of candidates answer all 50 questions inside the 15 minutes allowed.

The published standardisation data puts a finer point on it. Across a sample of 985 working adults, the CCAT produced a mean of 24.2, a median of 24, and a standard deviation of 8.58. Those three figures are the entire basis for every percentile on this page, which means you can check any claim here yourself rather than taking it on trust.

What Criteria does not publish is an average score by industry. You will find pages quoting a “consulting average” of 38 to 42, or a “software engineering average” of 36 to 40. Hold those up against a real mean of 24.2 and a standard deviation of 8.58 and they fall apart. An industry whose average member scored 40 would be an industry where the typical person sits near the 97th percentile of everyone who has ever taken the test. That is not how averages work.

So there is no industry average table here, because there is no credible source for one. What follows instead is a set of aiming points, each stated against the percentile it genuinely corresponds to.

CAT Score Ranges by Job Role: What Employers Actually Want

Different roles load on cognitive ability differently, and employers do set different bars. Two things are worth saying before the numbers.

First, these are target ranges, not published requirements. Criteria does not publish employer cutoffs by role, and almost no employer publishes its own, so nobody can hand you a verified threshold for “financial analyst” or “project manager.” Anyone who does is guessing.

Second, every range below is paired with the percentile it actually maps to, derived from Criteria’s published mean of 24.2 and standard deviation of 8.58. If a range looks low to you, check the percentile before dismissing it. Against a population that averages 24 correct answers, a 32 is already the 82nd percentile.

Administrative & Support Roles

• Target Range: 18-26 points
  • Percentile: 30th-65th
  • Examples: Administrative assistant, data entry, customer service representative
  • Why This Range: Requires basic problem-solving but not complex analytical thinking

Sales & Marketing Positions

• Target Range: 24-32 points
  • Percentile: 50th-85th
  • Examples: Sales representative, marketing coordinator, account manager
  • Why This Range: Needs communication skills and moderate analytical ability

Management & Supervisory Roles

• Target Range: 28-36 points
  • Percentile: 70th-95th
  • Examples: Team lead, project manager, department supervisor
  • Why This Range: Requires strategic thinking and decision-making under pressure

Finance & Accounting

• Target Range: 29-38 points
  • Percentile: 75th-97th
  • Examples: Financial analyst, accountant, auditor
  • Why This Range: Demands high numerical reasoning and attention to detail

Technical & Engineering

• Target Range: 32-42 points
  • Percentile: 85th-99th
  • Examples: Software engineer, systems analyst, research scientist
  • Why This Range: Requires complex problem-solving and logical reasoning

Executive & Strategy

• Target Range: 33-40 points
  • Percentile: 85th-97th
  • Examples: Management consultant, senior executive, strategic planner
  • Why This Range: Rewards fast analytical reasoning under time pressure, which is exactly what a 15-question-per-five-minutes format surfaces
  • Reality check: You will see competitor pages claiming consulting and executive roles “expect 45 to 50.” Criteria states that fewer than 1% of candidates answer all 50 questions at all, so a 45+ requirement would reject essentially every applicant who ever sat the test. Ignore it.

How Employers Interpret Your Score Report

When employers review your CCAT test results, they see more than just your score. Their report includes:

Score Range Comparison

Your score is automatically compared to the target range for the specific position. A green indicator shows you meet requirements, while red indicates you fall short.

Cognitive Ability Classification

Employers see classifications like “Low Average,” “Average,” “High Average,” “Superior” rather than exact percentiles.

Hiring Recommendation

Many reports include a recommendation: “Recommended for hire,” “Consider with caution,” or “Not recommended.”

Question Type Performance

Some detailed reports show performance breakdowns by question type (verbal, mathematical, spatial), though this isn’t always shared with candidates.

Strategies to Improve Your CAT Score Range

If your current score doesn’t meet your target range, here’s how to systematically improve:

For Scores Below 25 (Need +5-10 points)

1. Master Basic Math: Focus on arithmetic, percentages, and basic algebra
2. Improve Reading Speed: Practice reading comprehension under time pressure
3. Learn Pattern Recognition: Study sequence and spatial pattern questions
4. Take Multiple Practice Tests: Build familiarity with question formats

For Scores 25-32 (Need +3-7 points)

1. Focus on Speed: Work on answering questions faster without sacrificing accuracy
2. Target Weak Areas: Identify whether you struggle more with verbal, math, or spatial questions
3. Practice Advanced Math: Work on more complex algebraic and geometric problems
4. Develop Strategic Guessing: Learn when to guess and move on

For Scores 32+ (Fine-tuning)

1. Perfect Your Timing: Aim for 15-18 seconds per question
2. Master Complex Patterns: Practice the most difficult spatial and logical reasoning problems
3. Eliminate Careless Errors: Focus on accuracy in areas where you’re strong
4. Strategic Question Selection: Learn to quickly identify and skip the hardest questions

CAT Score FAQs: Common Questions Answered

What’s considered a good CAT score?

A “good” score depends on your target role. Generally:

• Entry-level roles: 22-28 points
• Professional roles: 28-35 points
• Senior/technical roles: 35+ points

Can I retake the CAT to improve my score?

Most companies allow retaking after 6-12 months, but policies vary. Some positions may allow earlier retakes.

Do employers see my exact score or just a range?

Most employers receive both your exact score and a performance classification, though some only see the classification.

How does my score compare to college graduates?

College graduates average around 28-32 points, but this varies significantly by field of study and institution.

What if I score lower than expected?

Don’t panic. Many factors affect test performance, including test anxiety and unfamiliarity with the format. With proper preparation, most people can improve their scores significantly.

How long are CAT scores valid?

Most companies consider scores valid for 1-2 years, though some may accept older scores or require recent testing.

Key Takeaways for Your CAT Score Range

Your CCAT score isn’t just a number – it’s a strategic tool for career advancement. Here’s what you need to remember:

1. Percentiles matter more than raw scores – focus on your relative performance
2. Different roles require different score ranges – research your target position’s expectations
3. Preparation genuinely helps, but nobody publishes a number for how much. Criteria does not publish an average improvement figure, so treat any specific “gain 10 points in two weeks” promise, on this site or any other, as marketing rather than data. What practice reliably removes is format unfamiliarity and time lost to questions you should have skipped
4. Context is crucial – a score of 25 might be perfect for one role but inadequate for another

Ready to see how your score stacks up? Take our free CCAT practice test to benchmark your current performance, or explore our comprehensive CCAT study guide to develop a targeted improvement plan.

Your 40+ Score Action Plan

Remember: your CCAT score is just one factor in hiring decisions. A strong score opens doors, but your experience, skills, and interview performance ultimately determine your success.

Focus on achieving the score you need for your target role, prepare strategically, and approach the test with confidence. With the right preparation and mindset, you can achieve a competitive CCAT score that advances your career goals.

CAT Score Conversion Table: Raw Score to Percentile

Understanding how your raw score translates to percentile rankings is crucial for interpreting your performance:

How to set your own target by sector

Industries differ in how heavily they lean on the CCAT and in which of its three areas matter most. What they do not differ in is transparency: no sector publishes a cutoff, and neither does Criteria.

So rather than repeat someone else’s invented sector table, here is a method you can apply to your own situation. Pick the percentile you want to hold, convert it to a raw score using Criteria’s published mean of 24.2 and standard deviation of 8.58, then bias your prep toward whichever CCAT area your target role actually leans on. The sector notes below do exactly that.

As a reference point for everything that follows: the 75th percentile is about a 30, the 82nd is about a 32, the 90th is about a 35, the 95th is about a 38, and the 97th is about a 40.

Technology Sector

Where to aim: the 82nd to 95th percentile, which is roughly 32 to 38 points.

Which area to prioritise: math and logic first, spatial second. Number sequences and if-then chains are the highest-yield things to drill, because the underlying rules repeat and the return per minute of practice is high.

What is actually confirmed: Crossover, a fully remote tech employer, sets its bar at 35 for most entry-level roles and 40 and above for the high-paying roles at $100K and up. That figure is first-hand, from having worked there, and it is the closest thing to a hard number the tech sector offers. Crossover does not publish it, because it sits inside the hiring portal rather than on a marketing page. Nothing comparable is published by any of the large consumer tech companies, and none of the FAANG employers are known to use the CCAT for engineering hiring at all.

Finance & Banking

Where to aim: the 82nd to 95th percentile, which is roughly 32 to 38 points.

Which area to prioritise: math and logic, heavily. Finance roles reward fast, accurate mental arithmetic and estimation, which is precisely what a no-calculator format is designed to surface.

A caution on the numbers you will see elsewhere: ranges such as “investment banking: 40 to 50” appear on several prep sites without a source. A 40 is already around the 97th percentile, and fewer than 1% of test takers even reach question 50. A range whose lower bound is the 97th percentile is not a hiring bar, it is a confident guess.

Consulting

Where to aim: the 85th to 97th percentile, which is roughly 33 to 40 points.

Which area to prioritise: math and logic, with verbal reasoning close behind. Consulting work is argument-shaped, so the analogy and deduction items map onto it more directly than the spatial rotations do.

What is not true: the widely copied claim that McKinsey, BCG or Bain “require 42 to 50 on the CCAT.” None of those firms is known to use the CCAT, none publishes a cutoff for it, and the scores quoted sit in a band almost no test taker reaches. If a page lists the strategy consultancies inside a CCAT score table, that is a reliable signal the rest of the page is guessing too.

Healthcare

Where to aim: the 60th to 85th percentile for most roles, which is roughly 27 to 33 points, moving toward 35 for analytical and research-heavy positions.

Which area to prioritise: verbal reasoning and attention to detail. Administration, coordination and compliance work runs on careful reading more than on abstract pattern recognition.

Worth knowing: the CCAT is a general cognitive test, not a clinical or role-specific one. Criteria sells a whole catalogue of assessments, and a healthcare employer will often pair the CCAT with a personality or skills test rather than leaning on it alone. That changes how much any single score is worth in the decision.

Sales & Marketing

Where to aim: the 50th to 82nd percentile, which is roughly 24 to 32 points, with the upper end applying to enterprise and technical sales.

Which area to prioritise: verbal reasoning first. Analogies and word problems carry more of the load here than spatial rotation does.

Why the bar sits lower: sales hiring weights demonstrated results and interview performance heavily, and the CCAT is more often used as a general screen than as the deciding factor. A 28, at roughly the 67th percentile, clears far more sales processes than candidates expect it to.

What is actually known about employer cutoffs

This is the section every other guide gets wrong, so it is worth being blunt about it.

Almost no employer publishes its CCAT cutoff. Criteria licenses the test to employers and lets each one set its own score profile per role. There is no public register, no vendor-published list, and no obligation on any company to disclose the number. Any page presenting a tidy table of “Company X: 35+, Company Y: 30 to 36” is presenting invented data in a confident font.

What follows is split honestly into three buckets: what is known, what is candidate report, and what is fiction.

Known: Crossover

Crossover’s bar is 35 for most entry-level roles, and 40 and above for the high-paying roles at $100K and up.

This one is first-hand. I worked at Crossover, and those are the thresholds the hiring funnel uses. Crossover does not publish them anywhere public, because they live inside the hiring portal rather than on a marketing page, which is exactly why every prep site quotes a different figure. The number you will see repeated most often is 38 to 42. That is not where the line sits.

For context: 35 is roughly the 90th percentile and 40 is roughly the 97th. So the entry-level bar alone puts you ahead of nine out of ten test takers. That is a demanding screen, and it explains a good deal of the CCAT’s reputation for brutality among remote job applicants.

Reported: Vista Equity Partners and portfolio companies

Vista Equity Partners is the most frequently reported CCAT user in tech, and its use of cognitive aptitude testing across portfolio companies has been widely written about. What is not available is a published, role-by-role cutoff.

Candidates consistently report targets in the mid to high thirties for technical roles. Treat that as exactly what it is: an aggregate of individual candidate accounts, not a Vista-published requirement. If you are interviewing at a Vista portfolio company, aiming at 35 or better puts you around the 90th percentile, which is a defensible plan whatever the real line turns out to be.

The same reasoning applies to smaller private equity backed software companies, enterprise and B2B SaaS employers, and staffing firms screening large applicant pools. The CCAT is genuinely common in those settings. The specific numbers are not public in any of them.

Fiction: the big-name company score tables

Lists that name Google, Amazon, Microsoft, Salesforce, Oracle, Adobe, Dell, HP, IBM, Goldman Sachs, McKinsey or BCG alongside a CCAT score range are not sourced, and in most cases those companies are not known to use the CCAT at all. The large consumer tech firms run their own coding challenges, system design interviews and behavioural loops. The strategy consultancies run case interviews and, where they test cognitively at all, tend to use different instruments entirely.

Those tables survive because they are useful to the sites publishing them, not because anybody verified them. They are also self-defeating: a candidate who prepares for a McKinsey CCAT is preparing for a test McKinsey is not going to send.

How to actually find out your employer’s bar:

1. Ask your recruiter. Most will tell you whether a threshold exists, and a fair number will tell you the number outright. It is the single highest-yield thing you can do and it takes one email.
2. Read the assessment invitation properly. It usually names the test, and sometimes states whether the result is pass/fail or scored, which tells you how much a marginal point is worth.
3. Default to the 90th percentile. If nobody will tell you, a 35 clears almost every documented bar, including Crossover’s entry-level one.

Score Improvement Strategies by Current Level

If You’re Scoring 15-25 (Building Foundation)

1. Focus on Fundamentals

   • Master basic arithmetic without calculator
   • Build vocabulary through daily reading
   • Practice pattern recognition exercises

2. Time Management Basics

   • Aim to attempt 30-35 questions
   • Spend maximum 20 seconds per question
   • Skip difficult questions immediately

3. Strategic Preparation

   • Take 2-3 practice tests weekly using our free CCAT practice test
   • Focus on verbal reasoning and math sections first
   • Use elimination techniques for guessing

If You’re Scoring 25-35 (Intermediate Level)

1. Speed Optimization

   • Reduce time per question to 15-18 seconds
   • Master shortcut calculation methods
   • Practice rapid pattern recognition

2. Advanced Techniques

   • Learn question-type specific strategies from our advanced CCAT strategies guide
   • Practice under stress conditions with time management techniques
   • Focus on spatial reasoning improvement

3. Consistency Building

   • Take full-length timed tests regularly
   • Analyze mistakes systematically
   • Build mental stamina for 15-minute focus

If You’re Scoring 35+ (Advanced Optimization)

1. Perfection Focus

   • Aim to attempt 45+ questions
   • Minimize careless errors
   • Master all question types

2. Elite Strategies

   • Practice with harder-than-actual questions
   • Develop question prioritization skills
   • Build confidence for high-pressure situations

CAT Score Myths vs. Reality

Myth: “You need to answer all 50 questions”

Reality : Only 1% of test-takers complete all questions. Focus on accuracy over quantity.

Myth: “A perfect score guarantees the job”

Reality : CCAT is one factor among many. Strong scores open doors, but other qualifications matter too.

Myth: “You can’t improve your cognitive ability”

Reality : Strategic practice can improve scores by 8-15 points on average within 2-4 weeks.

Myth: “All companies use the same score thresholds”

Reality : Each employer sets their own requirements based on role complexity and candidate pool.

Myth: “Higher scores are always better”

Reality : Some employers may be concerned about overqualification if scores are extremely high for the role.

CAT Score Validity and Retake Policies

Score Validity Period

• Most Companies : 6-12 months
  • Crossover : 6 months minimum between attempts
  • Vista Equity : 12 months validity period
  • Consulting Firms : Often 2+ years

Retake Opportunities

• First Retake : Usually allowed after 6 months
  • Multiple Attempts : Rare, typically limited to 2-3 total
  • Score Reporting : Some companies see all attempts
  • Preparation Time : Most successful retakes occur after 2-4 weeks additional prep

When to Retake the CCAT

Consider retaking if:

• You scored 5+ points below target role requirements
• Technical issues affected your first attempt
• You had inadequate preparation time
• Your practice scores were consistently higher

Don’t retake if:

• You scored within 3 points of requirements
• You’ve already taken it twice
• You have other strong qualifications to compensate
• The company has strict one-attempt policies

For comprehensive retake strategies and score improvement timelines, see our CCAT retake strategy guide.

Frequently Asked Questions About CAT Scores

What’s considered a good CCAT score for software engineers?

For software engineering roles, aim for 32 to 38, which is roughly the 82nd to 95th percentile. The one confirmed cutoff in tech is Crossover’s: 35 for most entry-level roles, 40 and above for roles paying $100K and up. Beyond that, no employer publishes a software engineering cutoff, so treat any page quoting one as an estimate rather than a requirement. Read our detailed guide on CCAT scores for software engineers for more specific requirements.

How does CCAT scoring compare to IQ tests?

While CCAT measures cognitive ability similar to IQ tests, it’s not an IQ test. Criteria does not publish an IQ conversion for CCAT scores, so any specific “a 31 equals an IQ of 118” mapping you see is invented. What can be said is that the CCAT reports a percentile against its own standardisation sample of 985 working adults, and that percentile is the only comparison the test itself supports.

Can I see my exact CCAT score after taking the test?

Most employers don’t share exact scores with candidates. You’ll typically receive a pass/fail notification. However, some companies may provide score ranges or percentile information upon request.

What happens if I score exactly at the minimum requirement?

Scoring at the minimum requirement usually means you advance to the next stage, but you may be at a competitive disadvantage against higher-scoring candidates. Aim for 3-5 points above minimum when possible.

Do employers see scores from previous CCAT attempts?

This varies by company. Some employers only see your most recent score, while others may see all attempts within a certain timeframe. Always assume they can see previous attempts.

How much can CCAT scores improve with practice?

Neither Criteria nor any independent study publishes an average improvement figure for CCAT practice, so anyone quoting “8 to 15 points in two weeks” is inventing it. What is defensible: practice removes format unfamiliarity and fixes pacing, and those two things alone recover the questions you were losing to hesitation rather than to ability. Expect a meaningful gain if you walked in cold, and a much smaller one if you already knew the format. Follow our 2-week CCAT study plan for structured preparation.

Are there different CCAT versions for different roles?

The core CCAT format is consistent, but some companies use role-specific score interpretations. The questions and timing remain the same regardless of the position.

What’s the highest CCAT score ever recorded?

While Criteria Corp doesn’t publish this information, perfect scores (50/50) are extremely rare. Scores above 47 are exceptional and place candidates in the 99.9th percentile.

How do CCAT scores predict job performance?

Research shows strong correlations between CCAT scores and job performance, particularly for roles requiring problem-solving and learning new skills. However, scores are just one predictor among many factors.

Should I mention my CCAT score in interviews?

Only mention your score if it’s exceptional (40+) or if the interviewer asks directly. Focus on demonstrating the cognitive abilities the test measures rather than the score itself.

Remember: A good CCAT score is ultimately the one that gets you to the next stage of the hiring process. Focus on meeting or exceeding your target role’s requirements while continuing to develop the underlying cognitive skills that make you a strong candidate.

If your target role tests more than the CCAT, go beyond free practice with PrepClubs, which covers 20+ other pre-employment tests under one pass-guaranteed platform.