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Worth-the-Watch

A data-driven analysis comparing the value offered by major streaming platforms in 2025

Medium Article

For a complete breakdown of the data, methodology, and insights, check out the Medium article:

Read on Medium

Overview

As streaming services expand and subscription costs increase, consumers face a common challenge: determining which platforms offer the best return on investment. This project analyzes five major streaming services—Netflix, Hulu, Max, Amazon Prime Video, and Apple TV+—to identify which delivers the most value in 2025 based on content quantity, originality, quality, and pricing.

Objective

This project aims to answer the question: Which streaming service offers the most value for money in 2025?

The analysis evaluates catalog size, cost, original content offerings, and IMDb ratings, and aggregates these into a composite metric called the Value Index.

Key Questions

  • Which platform offers the highest number of titles per dollar?
  • Which service delivers the most original content relative to its cost?
  • How does content quality, measured through IMDb ratings, impact value?
  • What is the most cost-effective streaming service in 2025?

Methodology

Data Collection

  • Catalog data for each platform was sourced from Kaggle.
  • Titles were labeled as original or non-original using the TMDb API.
  • Subscription pricing was manually collected as of 2025.

Metrics Engineered

  • Titles per Dollar: Total number of titles divided by monthly subscription cost.
  • Originals per Dollar: Number of original titles divided by cost.
  • Weighted IMDb Score per Dollar: Incorporates both rating and vote count, adjusted for price.

All metrics were normalized using Min-Max scaling to generate a composite Value Index for each platform.

Visual Insights


Value Index
Overall value score.

Metric Breakdown
Scores by metric.

IMDb/$
Quality per dollar.

Titles vs Rating
Quantity vs quality.

Originals/$
Original content efficiency.

Catalog Size
Total titles.

Summary of Findings

  1. Apple TV Plus – Best overall value: low price, top-rated content, highly efficient.
  2. Netflix – Strong in originals: high cost but unmatched exclusive content.
  3. Prime Video – Huge catalog: best for volume, average quality, few originals.
  4. Max – High-quality but small library: solid shows, poor cost efficiency.
  5. Hulu – Weakest value: most expensive, small catalog, few originals.

Recommendations

  • Best Duo: Apple TV+ + Netflix – Prestige + originals at good value.
  • Core Option: Use Prime Video – Great variety; add others for uniqueness.
  • Want Exclusives? Netflix solo – Top platform for new original content.
  • Avoid Hulu Solo – Not worth it unless part of a bundle deal.
  • Seasonal Sub: Use Max when shows drop – Cancel when done.
  • Top Pick: Apple TV+ – Cheapest, most efficient, critically acclaimed.

Author

Nitya Arya
GitHub
Medium LinkedIn

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A data-driven analysis comparing the value offered by streaming platforms in 2025.

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