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How It Works

Our methodology for aggregating and calculating Broadway show scores.

Overview

Broadway Scorecard™ is an independent review aggregator built specifically for Broadway theater. Unlike general entertainment aggregators, we focus exclusively on theatrical productions with specialized features including box office data, theater information, and opening/closing tracking.

Our scoring methodology aggregates professional critic reviews using a weighted average system calibrated specifically for Broadway. Reviews are sourced from major publications and weighted by outlet tier to reflect their reach and theatrical expertise.

Score Interpretation

CriticScore ratings are labeled based on these thresholds:

83+
Critical Gold™— Drop-everything great. If you're seeing one show, make it this.West End: 85+ (UK star ratings compress scores higher)
75-82
Recommended— Strong choice—most people will have a great time.
65-74
Worth Seeing— Good, with caveats. Best if the premise/cast is your thing.
55-64
Mixed— Critics are split. Worth a look if the premise grabs you.
<55
Critical Miss— Not recommended—save your time and money.
TBD
To Be Determined— Fewer than 5 reviews collected

CriticScore™ Calculation

CriticScore ratings are weighted averages based on outlet tier. Each review is assigned a score from 0-100 based on its rating or sentiment. Higher-tier outlets carry more weight, reflecting their reach and theatrical expertise.

Outlet Tiers

Tiers are per-region: an outlet can be Tier 1 in one market and Tier 2 in another. Example: The New York Times is Tier 1 for Broadway shows but Tier 2 for West End shows (where it has minimal bureau coverage). The Stage is Tier 1 for West End but Tier 2 for Broadway.

Tier 1weight 1.0 · anchor outlets

NYC anchors: The New York Times, Vulture, Variety, Hollywood Reporter, WSJ, Washington Post, The New Yorker, Time Out NY, Broadway News, Deadline, AP, Newsday, LA Times. London anchors: The Guardian (dual), Times UK, Telegraph, Standard, Financial Times, The Stage, Time Out London, Independent, Observer.

Tier 2weight 0.75 · major editorial

NYC: TheaterMania, NYSR, BroadwayWorld, NY Theatre Guide, Theatrely, NY Daily News, NY Post, Observer (US), Theater Life, Front Row Center, NYTG, Theater Scene, Cititour, Playbill, EW, Rolling Stone, People, Newsweek, Slate, IndieWire. London: Daily Mail, WhatsOnStage, London Theatre, The Reviews Hub, BroadwayWorld UK, Arts Desk, British Theatre Guide, Spectator UK, Everything Theatre, Theatre Weekly.

Tier 3weight 0.40 · general coverage / single-author professional

Smaller theater publications and recognized single-author critics with cross-outlet history or aggregator pickup. Includes Front Mezz Junkies (Ross), The Komisar Scoop (Lucy Komisar), Pages on Stages (Mason Pilevsky), Broadway & Me (Janice C. Simpson), and ~280 other outlets.

Tier 4weight 0.20 · unverified single-author blogs

Single-author blogs without aggregator pickup or recognized-critic credentials. Counted at reduced weight rather than excluded entirely.

Off-Broadway and Off-West-End shows share the parent-region tier (Off-Broadway uses NYC tier; Off-West-End uses London tier).

Designation Bumps

When an outlet officially designates a review with a special label, we apply a small bonus to the review's base score. We only recognize designations that are verified from the outlet's actual page markup:

  • NYT Critics' Pick
  • Time Out Critics' Choice

Rating Normalization

All ratings are normalized to a 0–100 scale for comparability.

Star Ratings

Converted using: (stars / max_stars) × 100

5/5 stars
100
4/5 stars
80
3.5/5 stars
70
3/5 stars
60

Letter Grades

Letter grades from outlets like Entertainment Weekly are converted using a standard academic mapping (A+ at the top, F at the bottom), calibrated to align with our 0–100 scale.

Sentiment Analysis

Most Broadway critics don't give star ratings or letter grades. When a review has no explicit rating, we use proprietary sentiment analysis to classify the full review text on a seven-point scale from Rave to Pan. The system is calibrated against hundreds of critic-scored reviews for accuracy and consistency. Each classification maps to a score on the 0–100 scale.

AudienceGrade™

The AudienceGrade captures what theatergoers are actually saying about shows, combining audience ratings from multiple platforms into a single letter grade.

Grade Scale

Shows receive a letter grade based on their aggregated AudienceGrade rating:

A+Audiences love it
AAudiences love it
A-Strong audience reception
B+Solid audience reception
BMixed-positive reception
B-Mixed audience reception
C+Below-average reception
CWeak audience reception
C-Poor audience reception
DVery poor reception
FAudiences dislike it

Sources

We aggregate audience sentiment from five platforms:

Show Score

Broadway-focused review aggregator with audience ratings (0-100%)

🎭Mezzanine

Theater enthusiast app with star ratings and reviews

👍Theatr

Broadway community app with three-way sentiment (like, dislike, mixed). Score is calculated as weighted approval: likes count fully, mixed counts half, dislikes count zero.

Broadway.com

Star ratings (0.5-5.0) from verified ticket buyers on Broadway's largest ticket marketplace. Converted to 0-100 scale.

💬Reddit (r/Broadway)

Sentiment analysis from r/Broadway discussions. Only comments from people who actually attended the show are counted — boycotts, source material opinions, and secondhand takes are filtered out.

Weighting Methodology

Sources are weighted dynamically based on sample size to ensure reliability. No single source can dominate the final score, and larger sample sizes carry proportionally more weight.

Box Office Data

Broadway Scorecard tracks weekly box office performance and all-time statistics for every production, providing transparency into commercial success alongside critical and audience reception.

Data Source

All box office data is sourced from BroadwayWorld, which aggregates official figures reported by The Broadway League. Data is automatically scraped and updated twice weekly (Tuesdays and Wednesdays at 10 AM ET) after the weekly reporting period ends on Sunday.

This Week Stats

For currently running shows, we display current week performance with week-over-week and year-over-year comparisons:

  • Gross: Total box office revenue for the week, with WoW and YoY % change
  • Capacity: Percentage of available seats filled, with WoW % change
  • Avg Ticket Price: Average price paid per ticket for the week
  • Attendance: Total number of seats filled during the week
  • Performances: Number of shows performed during the week

All-Time Stats

For all shows (including closed productions), we track cumulative lifetime statistics:

  • Total Gross: Cumulative box office revenue across the entire run
  • Total Performances: Total number of shows performed to date
  • Total Attendance: Cumulative audience members across all performances

Box office data provides important context for understanding a show's commercial viability and audience appeal, complementing critical reviews and audience sentiment.

Award Score

The Award Score is a 0–100 prestige rating that rolls every major theater-awards recognition into a single number. It runs alongside CriticScore (critics) and AudienceGrade (fans) on each show page's Awards Scorecard.

Ceremonies counted

Broadway: Tony Awards, Pulitzer Prize for Drama, Drama Desk, Outer Critics Circle, Drama League, NY Drama Critics' Circle, Olivier (when a transfer). West End uses the Olivier as the headline ceremony with proportionally higher weights.

How categories are weighted

Every category is sorted into a tier; the tier sets the points awarded for a win. Nominations earn roughly one-eighth to one-tenth of the same-tier win — wins dominate; nominations signal recognition but have limited score impact.

TierExamplesTony win
SBest Musical, Best Play, Best Revival, Pulitzer Drama+200
A+Best Score, Best Book, Outstanding Lyrics (×1.2 multiplier)+90
ABest Direction, Lead Actor / Actress+75
BFeatured Actor / Actress, Choreography, Orchestrations, Ensemble+35
CScenic, Costume, Lighting, Sound Design+25

Pulitzer Drama, NY Drama Critics' Circle, and other ceremonies use the same tier system with proportional weights (e.g. a Drama Desk Best Musical win is +28, not +200). Revivals get an 0.85× multiplier; stacked C-tier wins (4 design categories on one show) discount after the first.

From raw points to 0–100

Raw points get log-scaled so a single Tony win and a 12-Tony sweep can sit on the same 0–100 scale used everywhere else on the site. Rough calibration:

  • ~12 raw points  →  ~25 score  (one Featured win)
  • ~100 raw points  →  ~55 score  (Pulitzer finalist + a few Tony noms)
  • ~500 raw points  →  ~84 score  (several major Tony wins)
  • ~1,000+ raw points  →  95–100 score  (historic sweep)

Revivals get an 0.85× multiplier (a Tony win for a revival is still a real win, but slightly less weighted than for original work). When a show has 4–6 design-category wins on the same night, the stacked C-tier wins discount after the first to avoid overweighting any single ceremony's design haul.

Tier badges

90+
Sweeper — historic award haul
70-89
Decorated — multiple major wins
1 win+
Honored — at least one win
0 wins
Nominated — recognized but yet to win
Eligible — not yet recognized

During an active Tony season, a show's score is marked Provisional until the ceremony — wins land in June and the score will climb.

What Makes Broadway Scorecard™ Unique

Unlike general entertainment aggregators, Broadway Scorecard is built exclusively for theater:

  • Broadway-specific focus: Every show, every week, with specialized tracking of openings, closings, and previews
  • Box office integration: Weekly grosses, capacity percentages, and all-time stats for every production
  • Theater metadata: Cast, creative teams, venues, runtimes, and ticket pricing
  • Independent methodology: Our tier weights and scoring approach are calibrated specifically for Broadway criticism
  • AudienceGrade: Aggregated audience sentiment from Show Score, Mezzanine, Theatr, Broadway.com, and Reddit discussions

Transparency

We believe in complete transparency:

  • Every individual review is listed with its source, original rating, and mapped score
  • Outlet tiers and weights are clearly documented above
  • All scoring rules are consistently applied across every show in our database

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Methodology Version 2.2.0 — Last updated March 2026