The Kinedu developmental model

Early development,
seen at population scale.

Built by Kinedu. Studied by Stanford. Expected ages tested across 280 million answers.

280Manswers, collected through ordinary moments in family life

The bigger the picture, the clearer the pattern.

3.5 million children. More than 280 million milestone answers. Enough real life to test expected ages, see which skills move together, and understand what changes over time.

Built by Kinedu. Studied by Stanford. Tested at population scale.

One continuous story: an instrument made with caregivers, a developmental study, then a replication across the full Kinedu record.

1 · Initial buildout2,135 caregivers

Built and psychometrically tested by Kinedu.

Kinedu created the caregiver-report instrument and tested its initial psychometric properties with 2,135 Spanish-speaking caregivers. Michael C. Frank advised on the early revision of its 0–24-month milestone items.

2 · Expert research21,861 children

Studied by experts.

Stanford researchers Benjamin Stenhaug, Nilam Ram, and Michael C. Frank analyzed 177,934 Kinedu observations from 21,861 children to study how developmental dimensions change together over time.

3 · Population-scale testing3.5M children

Expected ages tested at population scale.

Kinedu compared its expected ages with approximately 280.6 million in-scope milestone answers from 3.5 million children.

A new way to look at development.

Not “is this okay?” What are we seeing—and what could come next?

Expected ages

Grounded in what children actually do.

Expected ages in the assessment closely matched the observed pattern across Kinedu’s large dataset.

A clearer way to prepare for what may be next.
The first year

One child, one clearer picture.

Early motor, language, cognitive, and social-emotional observations move together before they become more distinct.

The whole picture matters more than one answer alone.
Over time

The story matters more than a snapshot.

Early assessment results do not determine a child’s later rate of progress. Development keeps unfolding.

Come back for new context—not a permanent label.
Built for all

Built by everyday parents.

No training in early childhood development, no clinic visit, no equipment. Every question is written so that anyone who cares for a child can answer it, just by watching. Low cost, no frills — literally for everyone.

The expertise lives in the instrument, so it doesn’t have to live in you.
What the record shows

Some skills hand off. Others stay for life.

A skill’s window isn’t just when it appears — it’s when it’s actively being built. Some skills are stepping stones that get replaced by something more advanced. Others, once gained, stay. The assessment knows the difference, and stops asking about what a child has already moved past.

Babbling hands off to first words.

Babbling builds early — half of children by 5 months. As children move toward first words, the assessment shifts its attention from babbling to early speech.

0%25%50%75%100%0612182430child age, monthsBabbling →First wordsShare of children showing each skill, by age · Kinedu record, 2020–2023 · shaded band ±1 SD across the skill’s milestones

Walking arrives, and stays.

Half of children by 19 months, three quarters by 29 — and once gained, never handed off. The wide range is real: children reach it at genuinely different ages.

0%25%50%75%100%1218243036child age, monthsWalkingShare of children showing the skill, by age · Kinedu record, 2020–2023

Less guesswork.
More meaningful moments.

A new way to see your child: what you’re noticing, what it means in context, and where it sits in the sequence of development.

1

See the shape of now

Which skills are consolidating, which are just beginning, and the developmental age your child is showing.

2

Prepare for what is next

See the skills that may be opening up, so play, conversation, and everyday routines can meet your child where they are.

3

Share a clearer picture

Use a calm, concrete summary with another caregiver or your child’s pediatrician when that conversation would help.

Population-level insight into development.

Kinedu’s Developmental Model shows, with data, five features of how children develop during the early years.

a · Interdependence

Early on, every domain moves with every other one.

b · Compounding sequence

One thing enables the next. The order does not change.

c · Variability

The sequence is universal. The pace is individual.

d · Sensitive windows

Some periods are especially receptive. They narrow. They do not close.

e · Unpredictability

No model can tell you how one specific child will unfold.

The five features are drawn from Kinedu’s parent guide to early development — and from Big Bang Baby, the book behind the model, soon to be released.

A useful guide. Not a diagnosis.

Kinedu is a developmental check-in for everyday observation and practical support. It gives context; it does not replace a conversation with a qualified professional.

What it helps you do

See and act.

  • Surface strengths and skills that may be opening up
  • Give everyday observations useful developmental context
  • Read one child against 280 million real observations
  • Create a clearer starting point for caregiver or pediatrician conversations
What it will not tell you

A diagnosis or a forecast.

  • A developmental condition or delay
  • IQ, school readiness, potential, or any external outcome
  • A verdict about one child from a population pattern
  • Whether to replace a pediatrician or qualified professional

See what your child is building next.

The research lives underneath the experience. The next step still begins with what you notice today.

Start the free assessment →