Monthly public data report

Updated May 28, 2026. Aggregate data only. 50 states + DC.

America's Permit Test Difficulty & DMV Friction Index

A state-by-state report that combines official DMV rules with aggregate Driving-Tests.org learner behavior to show where getting ready for a permit test takes the most work.

Find your state
0-100 Index scale

License Gate Score measures how much friction a learner may face before a road test. It blends official requirements (42%) with Driving-Tests.org learner-friction signals (58%). Higher means more process burden, tougher thresholds, or more practice needed before confidence.

Color scale Lower friction to higher friction
Lower Moderate Elevated Higher

Key findings this month

Publishable angles, already written

Each finding is designed to give a reporter a defensible national or local hook without forcing them to reverse-engineer the dataset.

Highest score

Connecticut currently has the highest License Gate Score at 75.2/100, combining official process friction with learner practice friction.

Official burden

Delaware has the highest official-process friction score, driven by requirements such as test length, passing threshold, fees, retake rules, supervised hours, driver ed, online testing, and appointments.

Learner friction

Tennessee shows the highest learner-friction signal in Driving-Tests.org data, based on practice-to-pass proxy, repeat-practice proxy, missed-question concentration, and confidence-time proxy.

Access friction

27 jurisdictions have no clearly published official at-home permit-test path in the current public data layer; 23 require or effectively require appointments for at least part of the testing path.

Missed topic

Ohio has the sharpest current missed-question concentration: Laws & Penalties at 52.8% wrong-answer rate among eligible learner activity.

Jurisdictions measured50 + DC

Every state plus the District of Columbia is represented in the public-process layer.

Highest friction score75.2

Connecticut has the current highest-friction score.

No online path27

Jurisdictions with no clearly published official at-home permit-test option in this data layer.

Data source17M

Aggregate practice answers in the latest 30-day learner layer.

State drilldown

Localize the story by state

Select a state to get a local lede, official-process context, learner-friction signals, and copy-ready rows.

Friction rank #46 of 51

Texas scores 58.4/100 on the permit-test friction scale.

Higher scores mean more process burden or more learner struggle before test day. Rank #1 is the highest-friction jurisdiction in the current dataset.

33.3official-process frictionHigher = more requirements or access burden
76.5learner-friction signalHigher = more practice struggle
40.7%wrong-answer rate, top topicLaws & Penalties
442Kpractice-answer sampleLatest 30 days

Official process

Learner reality

So what?

Linkable rankings

Tables that invite a citation

These lists are intentionally framed around licensing friction and learner preparation, not driver quality.

Highest License Gate Scores

RankStateScore
#1Connecticut75.2
#2Delaware74.2
#3New Hampshire73.5
#4Louisiana71.4
#5Florida70.1
#6Kentucky69.7
#7Virginia69.2
#8Rhode Island69.0
#9Maine68.9
#10Wisconsin68.1

Highest official-process friction

RankStateOfficial
#2Delaware73.0
#3New Hampshire72.7
#8Rhode Island71.1
#7Virginia70.8
#12New Jersey68.3
#1Connecticut66.3
#4Louisiana66.2
#9Maine65.2
#16Michigan64.3
#6Kentucky63.8

Highest learner-friction signal

RankStateLearner
#26Tennessee84.3
#5Florida82.4
#1Connecticut81.6
#17North Dakota77.6
#10Wisconsin76.9
#14Ohio76.8
#35Oklahoma76.8
#46Texas76.5
#30New Mexico75.5
#4Louisiana75.2

Comparison mode

Build a local rivalry in one table

Compare neighboring states, a regional cluster, or a state against the current highest-friction state.

Story angles by beat

Turn the index into a pitchable article

Different desks need different frames. These angles keep the story specific without drifting into "bad drivers" territory.

Local news

How a state compares nationally, what makes the permit path harder, and which rule category learners miss most before test day.

Education

Where official requirements and learner behavior suggest the biggest comprehension gaps before licensing.

Transportation safety

Which pre-licensing knowledge gaps show up around yielding, penalties, intersections, adverse conditions, or emergency rules.

Parents and consumers

What families should budget for, how long the process can take, and what learners tend to repeat before feeling ready.

Press kit

Reporter-ready exports and attribution

Give editors the data, source line, and visual card without making them hunt through the page.

All-state CSV

Includes rank, score, public-process inputs, learner-friction signals, sample size, and eligibility fields.

Rankingstate, rank, License Gate Score, official score, learner score
Officialtest length, pass threshold, retake wait, fee, age, supervised hours, driver ed, online path, appointment friction
Learnerpractice-to-pass proxy, repeat-practice proxy, missed-topic concentration, confidence-time proxy
Trustanswer sample, eligibility, suppression reason, source URL

State press card

A lightweight SVG visual for the selected state, built to avoid tiny labels and clipped numbers.

Methodology

How the score is calculated

The report is designed as a monthly public data asset. Individual learner records are never published.

Official process layer

Core exam and fee fields are pulled from the current Driving-Tests.org WordPress data layer when available. A maintained state-source layer supplies online testing, appointment friction, driver-ed rules, permit hold, unique law context, and official source URLs.

Learner friction layer

Uses aggregate Driving-Tests.org signals: practice-to-pass proxy, repeat-practice proxy, question-miss concentration, confidence-time proxy, and first-try score gap.

Weighting

The License Gate Score is 42% official process and 58% learner friction so proprietary learning behavior carries the stronger signal.

Thresholds

State rows remain visible, but learner-friction fields are marked below threshold unless the latest 30-day window has at least 1,000 eligible practice answers.

About the source

Driving-Tests.org

Driving-Tests.org is a US driver-education resource from Elegant E-Learning. The site helps learner drivers prepare for state-specific permit tests, CDL exams, motorcycle tests, road signs, and driver's handbooks.

Andrei Zakhareuski

Andrei Zakhareuski

Founder of Driving-Tests.org. Provides industry context on learner-driver preparation and state permit-test trends.

Steven D. Litvintchouk

Steven D. Litvintchouk

Editorial reviewer. Helps keep explanations aligned with state source material and driver-education practice.

Media contact

For methodology questions, state-specific follow-up, or source clarification, email info@driving-tests.org.

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