Methodology
Model version score-v1+norms-2026.10. Every stored score carries the version that produced it, so a change in method never silently rewrites your history.
From a measurement to 0–100
Where a published population distribution exists, a measure scores as its percentile in your group (sex and five-year age band; “prefer not to say” uses everyone). Lower-is-better measures such as resting heart rate are flipped. Where only a guideline exists (sleep, exercise, BMI, savings), the score follows a guideline curve: 0 far from the guideline, 100 at it. Guideline scores are never shown as percentiles. Most published sources report a mean or median and a spread, not a full table, so the shape of the distribution is our assumption; those rows are marked approximate below.
Parts and weights
| Part | Window | Measures and weights |
|---|---|---|
| Fitness | 7 days | Daily steps 20%, Exercise minutes a week 20%, Sleep per night 15%, Sleep regularity 10%, Resting heart rate 10%, Heart rate variability 10%, VO2 max 10%, BMI in the healthy band 5% |
| Character | 90 days | Agreeableness (Big Five) 17.5%, Conscientiousness (Big Five) 17.5%, Everyday agreeableness 20%, Commitments kept 20%, Gratitude notes a week 15%, Volunteer hours (90 days) 10% |
| Money | 90 days | Yearly income 35%, Net worth 30%, Savings rate 20%, Debt to income 15% |
| Learning | 28 days | Learning minutes a week 40%, Learning streak 20%, Reading minutes a week 25%, Courses finished (90 days) 15% |
| Glow | 7 days | VibeMaxx glow score 50%, Sleep per night 15% (shared), Hydration days (of 7) 10%, Self-care days (of 7) 15%, Exercise minutes a week 10% (shared) |
Confidence is the share of a part’s weight that has data. Below 40% the part shows “not enough data yet”. The Calibrate Score is the confidence-weighted average of the parts with enough data, shown once at least two qualify, with a ± band that narrows as more parts fill in. “Shared” measures count in two parts at reduced weight on purpose.
Comparisons with other members
Not shown yet. A member group (for example women 30–34) becomes comparable only after at least 100 real members are in it. Even then, the label says “vs CalibrateYou members like you” and never mixes with the published comparison, because members tend to be healthier than the general population.
Glow is about care, not looks
Glow measures how well you look after yourself: sleep, water, self-care days and exercise, plus your own VibeMaxx score if you link it. It is compared only with your own past, never with other people. If a BMI under 17.5 appears, we stop scoring weight and show support resources instead.
Reference sources
| Measure | Type | Source |
|---|---|---|
steps | Percentile vs US adults | Bassett DR et al., Pedometer-measured physical activity and health behaviors in U.S. adults, Med Sci Sports Exerc 42(10):1819-25 (2010) lognormal, sigma 0.5, mean from the paper |
resting_hr | Percentile vs wearable users | Quer G et al., Inter-individual variation in objectively measured resting heart rate (92,457 Fitbit users), PLoS ONE 15(2):e0227709 (2020) normal, SD 7.7 bpm |
hrv_rmssd | Percentile vs healthy adults your age | Nunan D et al., A quantitative systematic review of normal values for short-term HRV in healthy adults, PACE 33(11):1407-17; age slope after Voss A et al., PLoS ONE 10(3):e0118308 (2015) (2010) lognormal around 42 ms, age multiplier from Voss 2015 slope |
vo2max | Percentile vs people your age and sex (FRIEND) | Kaminsky LA et al., Reference standards for cardiorespiratory fitness measured with cardiopulmonary exercise testing (FRIEND registry, treadmill), Mayo Clin Proc 90(11):1515-23 (2015) normal around the published median, SD 9 (men) / 7.5 (women) |
income_annual_usd | Percentile vs US full-time workers your age | U.S. Bureau of Labor Statistics, Current Population Survey, Usual Weekly Earnings Table 3, full-time wage and salary workers, Q3 2026 (median weekly × 52) (2026) lognormal around the BLS median, sigma 0.6 (BLS decile spread) |
net_worth_usd | Percentile vs US households your age | Federal Reserve Board, 2022 Survey of Consumer Finances, median family net worth by age of head (published Oct 2023) (2022) about 12% at or below zero, lognormal above, sigma 1.6, matched to the SCF median |
big5_agreeableness | Percentile vs US young adults (Add Health) | Baldasaro RE, Shanahan MJ, Bauer DJ, Psychometric properties of the Mini-IPIP in a large, nationally representative sample of young adults (Add Health Wave IV, N≈15,600), J Pers Assess 95(1):74-84, Table 1 item means; scale means/SDs derived by us (2013) normal |
big5_conscientiousness | Percentile vs US young adults (Add Health) | Baldasaro RE, Shanahan MJ, Bauer DJ, Psychometric properties of the Mini-IPIP in a large, nationally representative sample of young adults (Add Health Wave IV, N≈15,600), J Pers Assess 95(1):74-84, Table 1 item means; scale means/SDs derived by us (2013) normal |
big5_extraversion | Percentile vs US young adults (Add Health) | Baldasaro RE, Shanahan MJ, Bauer DJ, Psychometric properties of the Mini-IPIP in a large, nationally representative sample of young adults (Add Health Wave IV, N≈15,600), J Pers Assess 95(1):74-84, Table 1 item means; scale means/SDs derived by us (2013) normal; shown, not scored |
big5_neuroticism | Percentile vs US young adults (Add Health) | Baldasaro RE, Shanahan MJ, Bauer DJ, Psychometric properties of the Mini-IPIP in a large, nationally representative sample of young adults (Add Health Wave IV, N≈15,600), J Pers Assess 95(1):74-84, Table 1 item means; scale means/SDs derived by us (2013) normal; shown, not scored |
big5_openness | Percentile vs US young adults (Add Health) | Baldasaro RE, Shanahan MJ, Bauer DJ, Psychometric properties of the Mini-IPIP in a large, nationally representative sample of young adults (Add Health Wave IV, N≈15,600), J Pers Assess 95(1):74-84, Table 1 item means; scale means/SDs derived by us (2013) normal; Mini-IPIP Intellect/Imagination; shown, not scored |
sleep_total_min | Guideline curve | Watson NF et al., Recommended amount of sleep for a healthy adult: AASM/SRS joint consensus, Sleep 38(6):843-4 (7 hours or more) (2015) |
sleep_regularity_sd | Guideline curve | Guideline curve informed by Windred DP et al., Sleep regularity is a stronger predictor of mortality risk than sleep duration, Sleep 47(1) (2024); thresholds are ours (2024) |
exercise_minutes | Guideline curve | U.S. HHS, Physical Activity Guidelines for Americans, 2nd edition (150 minutes of moderate activity a week) (2018) |
bmi | Guideline curve | CDC adult BMI categories (healthy 18.5 to 24.9) (2024) |
savings_rate | Guideline curve | CalibrateYou guideline curve (editorial; not a population statistic) (2026) 20% of take-home is the common planning guideline |
nonmortgage_debt_ratio | Guideline curve | CalibrateYou guideline curve (editorial; not a population statistic) (2026) non-mortgage debt divided by yearly income |
learning_minutes | Guideline curve | CalibrateYou guideline curve (editorial; not a population statistic) (2026) |
reading_minutes | Guideline curve | CalibrateYou guideline curve (editorial; not a population statistic) (2026) |
learning_streak_days | Guideline curve | CalibrateYou guideline curve (editorial; not a population statistic) (2026) |
courses_completed | Guideline curve | CalibrateYou guideline curve (editorial; not a population statistic) (2026) |
agreeableness_cy | Guideline curve | CalibrateYou guideline curve (editorial; not a population statistic) (2026) CalibrateYou scenario questionnaire, 1-10 |
commitments_kept_pct | Guideline curve | CalibrateYou guideline curve (editorial; not a population statistic) (2026) |
gratitude_entries | Guideline curve | CalibrateYou guideline curve (editorial; not a population statistic) (2026) |
volunteer_hours | Guideline curve | CalibrateYou guideline curve (editorial; not a population statistic) (2026) |
glow_combined | Guideline curve | Your own VibeMaxx photo and voice score (0-100), never compared with other people (2026) |
hydration_days | Guideline curve | CalibrateYou guideline curve (editorial; not a population statistic) (2026) |
grooming_streak | Guideline curve | CalibrateYou guideline curve (editorial; not a population statistic) (2026) |