TopMovieList
Back to Blog

Hidden Gems, Decoded: How the TML Score Finds Underrated Movies

Hoon Choi

Hoon Choi

June 26, 2026 4 min read

Hidden Gems, Decoded: How the TML Score Finds Underrated Movies

Some of the best films ever made barely filled a theater. They got buried under franchise sequels, lost their marketing budget, or simply showed up in the wrong decade. We built the TML Score to dig them back out, and we put the results on a brand new set of pages.

What is the TML Score?

The TML Score is our own rating, from 0 to 100, for every movie in the database. Instead of leaning on a single source or a gut feeling, it blends two signals that critics and audiences already trust: the IMDb rating and the Metascore. The result is one transparent number you can actually reason about.

Why blend them? IMDb captures the crowd. Metascore captures the critics. Put the two together and you get a score that rewards films both camps respect, and quietly dings the ones that only won over a single side.

The hidden gem boost

Here is the fun part. When a genuinely strong film also happens to have a tiny box office, the TML Score gives it a small bump. Commercial success and quality are not the same thing, and we wanted a score that says so out loud. A brilliant movie that almost nobody paid to see is exactly the kind of thing worth recommending.

Meet the Underrated pages

We pointed the score at the whole catalog and pulled out the films that score high but earned little at the box office. The result is a new section: Underrated Movies by Genre.

Each page ranks the best hidden gems in one genre, from Drama and Crime to Horror, Animation, and War. Pick a mood and get a ranked list of films that deserved a much bigger audience.

A few gems to get you started

  • Seven Samurai: Kurosawa's blueprint for every last-stand team-up movie that followed, with a TML Score of 95 and a box office most blockbusters would spend on snacks.
  • Casablanca: a TML Score of 95, and proof that the most quotable film of all time can still look underrated on the balance sheet.
  • The Night of the Hunter: a TML Score of 92 for a nightmare fairy tale that flopped on release and became a classic in slow motion.
  • Grave of the Fireflies: a TML Score of 93 for the animated film people warn you about right before they insist you watch it.

How to use it

Next time you are stuck scrolling, skip the feed that keeps serving the same ten blockbusters. Open the Underrated section, pick your genre, and start at the top. Every film there cleared a high bar with both critics and audiences, and still somehow slipped under the radar.

Great movies should not need a marketing budget to find you.

That is the whole idea behind the TML Score. Happy digging.

About the Author

Hoon Choi is a software engineer and movie buff who built TopMovieList.com to help film lovers explore the best in cinema. With a passion for storytelling, UI/UX design, and SEO-driven content, Hoon blends technical expertise with a love for pop culture. When he’s not coding or watching films, he’s probably digging into astrology, exploring Korea, or brainstorming his next side project.