The TVI Rubric · Consumer Guide
What is an IQ Score for TV and film?
A 0–200 rating of intellectual quality, built from three structural dimensions. Published methodology, no paid placements, no critic aggregation.
The short answer
TV Intelligentsia's IQ Score is a 0 to 200 rating that evaluates how intellectually valuable a show or film is, built from three weighted dimensions: Cognitive Stimulation (40%), Educational Value (35%), and Craft & Quality (25%). The score is structural, it measures the work itself, not aggregated opinion. The methodology is published and citable.
How the score works
Every title in the TVI database carries a reviewed composite score and named editorial accountability. Jordan Robinson, MD, MPH, is the accountable editor for catalog scores and built the framework. Kids titles carry a separate SEL Score produced under the published TVI Kids methodology. Cordelia Witty, EdS., NCSP, shapes and reviews that methodology and personally reviews only the pages and TVI Kids Essential designations attributed to her.
Under the current publication standard, a displayed TVI Score breakdown is calculated from three sub-scores, each on a 0–50 scale. Legacy kids rows that do not reproduce their reviewed composite omit those dimensions until the arithmetic is corrected:
40% Weight
Cognitive Stimulation
How much inference and pattern recognition the work demands. Does it reward attention, or does it resolve its own questions? Shows that demand interpretive work consistently score higher.
35% Weight
Educational Value
Meaningful material across five sub-dimensions: academic content, emotional intelligence, critical thinking, life skills, and knowledge transfer. The score rates what the work makes legible and reusable, not what an individual viewer will learn.
25% Weight
Craft & Quality
The technical apparatus of execution, direction, performance, structural design, the discipline of what to leave out. Craft in service of ideas, not craft as decoration.
IQ = round((Cognitive × 0.4 + Educational × 0.35 + Craft × 0.25) × 4)
The five tiers
Every IQ Score lands in one of five tiers. The tier names describe the work's observable demands and affordances, not whether it is "good" and not what it will do to an individual viewer. A great Passive-tier show is still passive viewing.
The highest-scoring titles
The current top of the TVI database, Masterclass tier, scored across the full rubric:
See the full top-50 list, or browse by category: sci-fi, crime, documentaries, historical dramas, all Masterclass titles.
The highest-scoring kids titles
Kids titles are scored on the same TVI rubric and carry an additional SEL Score based on the five CASEL competencies. The TVI Kids methodology is shaped and reviewed by Cordelia Witty, EdS., NCSP, a Nationally Certified School Psychologist. The two scores are reported separately because they measure different properties of the work.
See the full kids ranking, scored on the public TVI Kids methodology, or the best shows for 3-year-olds and most educational toddler shows.
How TVI's IQ Score differs from Rotten Tomatoes and IMDb
The fundamental difference: TVI measures what the work is doing. Rotten Tomatoes and IMDb measure what audiences and critics think about the work. Both have value. They are not the same thing, and they often disagree at the margins.
TV Intelligentsia
Structural rubric. Cognitive Stimulation + Educational Value + Craft & Quality, weighted, applied against a published rubric with a named accountable editor. Published methodology. Scores are not for sale. Independent of consensus.
Rotten Tomatoes
Aggregated critic opinion. Binary thumbs-up/thumbs-down per critic, averaged across hundreds. Known to drift with discourse, favor recency, and be gameable (Bunker 15's $50-per-positive-review program documented in 2023).
IMDb
Aggregated user opinion. 10-point user score with no methodology. Heavily weighted by audience self-selection and review-bombing dynamics.
Common Sense Media
Family-safety focused. Age-appropriateness, content warnings, parental guidance. Excellent for what it does, TVI's children's scoring is the cognitive-and-developmental complement, not a replacement.
Read the full methodology document (PDF, 35 pages, citable) or the press & media page for context on how TVI is positioned in the rating landscape.
What you can do with the IQ Score
Search the database. 2,606 titles ranked across the full rubric. Filter by genre, tier, age, or kids vs. adult.
Compare two shows head-to-head. The comparison tool shows the full breakdown across all three dimensions, side by side.
Track your own watching. My TVI calculates your personal IQ Score based on what you've watched. Updates as you mark new shows.
Find what to watch tonight. Tonight's picks surfaces high-IQ titles matched to your time available and mood.
Get the weekly read. The Intelligentsia Report publishes new scores, deep dives, and methodology notes every Saturday.
Browse the full database
2,606 titles scored on the published rubric. Find what's worth watching tonight, or build a long-term diet of substantive television.
Open the database → Read the methodology