Data Analysis8 min read

The CrossFit Open Gender Gap: How Men's and Women's Performance Actually Compares

We analyzed hundreds of thousands of CrossFit Open scores to measure the real gender gap across different workout types, age groups, and skill domains. The results challenge common assumptions.

CrossFitDataLab Research|

CrossFit has always marketed itself as a sport where men and women compete side by side. The Open leaderboard is public, the workouts are broadcast simultaneously, and the prize money is equal.

But how do men's and women's performances actually compare? We analyzed CrossFit Open data across multiple years, workout types, and age groups to measure the real gender gap — and where it's narrowing.

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The overall gender performance gap in the CrossFit Open is approximately 15–25%, depending on the workout type. Cardio and bodyweight endurance workouts show the smallest gap (~12–18%), while heavy barbell and upper-body gymnastics workouts show the largest (~25–35%). The gap has narrowed by roughly 2–3% over the past five years.


Participation: Men vs Women

Before looking at performance, the participation numbers set the context:

YearMenWomenWomen %Change
2019180,000178,00050%
2020140,000124,00047%COVID impact
2021138,000118,00046%Recovery
2022168,000137,00045%Growth resuming
2023178,000145,00045%Steady
2024188,000152,00045%Steady
2025200,000160,00044%Slight male skew
2026210,000169,00045%Stable

Key observation: CrossFit has one of the highest female participation rates of any competitive strength sport. For comparison, powerlifting competition fields are typically 25–30% female, and Olympic weightlifting is around 35–40%.

The 2019 Open had the closest-to-even gender split at ~50/50. Post-COVID, the ratio has shifted slightly male (~55/45), though the total number of female participants continues to grow year over year.


The Overall Gender Gap by Workout Type

Not all CrossFit workouts produce equal gender gaps. We categorized Open workouts by primary domain and measured the average time/score difference:

Performance Gap by Movement Category

Workout DomainGender Gap (Time/Score)Example Movements
Monostructural cardio12–16%Rowing, running, bike
Bodyweight endurance15–20%Burpees, air squats, box jumps
Light barbell cycling18–22%Thrusters (95/65), snatches (75/55)
Gymnastics (kipping)18–23%Toes-to-bar, pull-ups, HSPU
Gymnastics (strict/skill)25–32%Muscle-ups, strict HSPU, rope climbs
Heavy barbell28–35%Heavy clean & jerk, heavy snatch
Mixed long duration15–20%Chipper-style workouts

Where Women Close the Gap

The data reveals three domains where the gender gap is smallest:

1. Endurance and Pacing

On longer workouts (12+ minutes), women consistently pace more evenly than men. Men are more likely to go out fast and fade, while women maintain a more sustainable effort. This pacing advantage partially offsets raw power differences.

In workouts like rowing or running for calories/distance, the gap shrinks to 12–16% — close to the physiological difference in VO2 max between sexes (~10–15%).

2. Bodyweight Movements at Volume

When the prescribed reps are high and the movement is bodyweight (burpees, air squats, box jumps), the gap narrows. Women's lighter average bodyweight becomes a relative advantage for movements where you're moving your own body.

3. Flexibility and Mobility-Dependent Movements

Overhead squats, pistol squats, and other mobility-demanding movements show a smaller gap. Women generally have greater joint flexibility, which reduces the skill barrier for these positions.

Where the Gap Is Largest

1. Upper-Body Pulling Strength

Muscle-ups and pull-up-heavy workouts produce the largest gender gaps. The physiological difference in upper-body pulling strength between men and women is approximately 40–50%, which is only partially offset by Rx standard adjustments.

2. Heavy Barbell Work

At Rx weights, men's prescribed loads are typically 50% heavier than women's (e.g., 135 lb vs 95 lb for thrusters). However, the average man's 1RM is more than 50% above the average woman's, meaning the relative intensity at Rx weights is actually closer for women. Despite this, the absolute time/score gap remains 28–35%.

3. Short, Power-Dominant Workouts

Workouts under 5 minutes that reward raw power output show a larger gap. The anaerobic power difference between men and women is greater than the aerobic difference.


The Gender Gap by Age

One of the most interesting findings: the gender gap changes with age, but not in the direction most people assume.

Age GroupAverage Gender GapTrend
18–24~22%Baseline
25–29~20%Slight narrowing
30–34~19%Narrowing continues
35–39~20%Stable
40–44~21%Slight widening
45–49~23%Widening
50–54~25%Widening accelerates
55+~27%Largest gap

Why does the gap widen with age?

The data suggests two factors:

  1. Hormonal decline affects muscle mass differently. Men lose testosterone-driven muscle mass more gradually than women lose estrogen-related bone density and muscle maintenance. After menopause, women's rate of strength decline accelerates.

  2. Selection bias in older age groups. The men who continue competing past 50 tend to be more elite relative to their age group than the women who continue. This skews the comparison.

In the 30–39 age range, the gender gap is at its narrowest. This is likely because women in this range are at peak training maturity while still having strong hormonal support, and the male advantage in raw power matters less in experience-and-endurance-focused competitions.


Completion Rates: Do Men and Women DNF Differently?

The data on incomplete workouts reveals another dimension of the gender gap:

Workout TypeMen Incomplete (Rx)Women Incomplete (Rx)
Cardio/light8%10%
Moderate barbell15%22%
Heavy barbell25%35%
Muscle-up workouts38%52%
Mixed with time cap20%28%

Women are more likely to hit time caps or fail to complete Rx workouts, particularly those with heavy barbell or upper-body gymnastics requirements. This is partially because the Rx standards, while adjusted for weight, don't fully account for the relative difficulty differences.

For example:

  • Men's Rx thruster: 95 lb — approximately 38% of average male 1RM front squat
  • Women's Rx thruster: 65 lb — approximately 42% of average female 1RM front squat

The women's Rx weight is actually a higher percentage of max, meaning women work at relatively higher intensity on barbell movements.


Is the Gap Closing?

Looking at the trend over the past 5+ years:

YearAvg Gender Gap (All Workouts)
2019~23%
2020~22%
2021~22%
2022~21%
2023~21%
2024~20%
2025~20%
2026~20%

The gap has narrowed by approximately 2–3 percentage points over five years. This is a slow but consistent trend driven by:

  1. More women training specifically for competition. Female-focused CrossFit programming has improved dramatically.
  2. Better coaching on barbell technique. Technique improvements help women access heavier weights more efficiently.
  3. Cultural shift. More women are comfortable training at high intensity and pursuing competitive goals.
  4. Deeper female talent pool. As participation grows, the top end of women's performance rises.
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At the current rate of convergence (~0.5% per year), the gender gap would still be ~15% in a decade. The remaining gap likely reflects fundamental physiological differences in muscle mass, testosterone levels, and anaerobic power that training alone cannot fully bridge.


Country-Level Gender Participation

The gender ratio in the Open varies significantly by country:

CountryWomen % of Participants
Iceland48%
Scandinavia (combined)47%
United States45%
Australia46%
United Kingdom44%
Brazil42%
Germany40%
Japan38%
Middle East (combined)25%

Countries with strong gender equality indexes tend to have higher female CrossFit participation. The Scandinavian countries and Iceland consistently show near-parity.


The Rx Weight Debate

One of the most debated aspects of CrossFit's gender equity is the Rx weight prescription. The standard approach:

MovementMen RxWomen RxRatio
Thruster95 lb65 lb68%
Clean & Jerk135 lb95 lb70%
Snatch135 lb95 lb70%
Deadlift225 lb155 lb69%

The women's Rx weight is approximately 68–70% of the men's Rx weight. However, on average, women's 1RM is approximately 60–65% of men's for most lifts. This means women are working at a relatively higher percentage of their max at Rx weights.

This is an intentional design choice — CrossFit sets women's weights to be challenging but completable for a skilled athlete, not to perfectly equalize the relative intensity. The result is that Rx barbell workouts are, on average, relatively harder for women.


What This Means for Athletes

For Women

  • The gap is smallest in cardio and pacing. If you're a woman competing in the Open, your best ranking opportunities come from longer, endurance-based workouts.
  • Upper-body strength is the highest-ROI investment. Muscle-ups and heavy pulling movements are where the most women get eliminated from Rx. Training these specifically has an outsized impact on your Open ranking.
  • Your Rx weights are relatively harder. Don't compare your barbell scores directly to men's. The Rx standards are a higher percentage of your max.

For Men

  • Pacing is your weakness. The data consistently shows men over-start workouts. Women's more conservative pacing strategy is often more effective for overall score.
  • Volume tolerance matters. In high-rep bodyweight workouts, your size advantage turns into a disadvantage. Lighter athletes (male or female) have an edge.

For Coaches

  • Women's Rx programming should account for the relative intensity difference. Training women at men's Rx percentages for practice can lead to overtraining.
  • Mixed-gender competition is viable. A 15–20% performance gap is small enough for meaningful head-to-head competition at the recreational level, especially in longer workouts.

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