StreamRanker Score
Last updated: 20 June 2026
A simple ranking layer for the question that matters: what is actually worth streaming?
Short version: StreamRanker Score combines quality signals, confidence, your streaming region, selected services, original-language preferences, discovery mode, and a small personal-taste adjustment when there is enough liked/disliked-title evidence. It is designed to rank available titles by usefulness, not just popularity.
What goes into the score
- Quality: IMDb and TMDB ratings are the main evidence signals. Reliable low IMDb ratings can suppress a title even when TMDB is higher.
- Confidence: Vote volume helps separate broadly proven titles from very thin data.
- Availability: Results are filtered to your selected country and streaming services before ranking.
- Original language: Your selected languages matter, with extra care for native-language picks in each region.
- Discovery mode: Best Rated, Underrated Gems, Recent Releases, and date-based favorites nudge the ranking differently.
- Personal taste: Repeated, consistent like/dislike patterns can lightly reorder titles, but the universal quality score stays the backbone.
How likes and dislikes affect ranking
When you mark a title as seen, StreamRanker lets you tap thumbs up or thumbs down. Those reactions are saved and can sync across devices if you save with email. The app uses them conservatively: one reaction does almost nothing, but repeated patterns across genres, original language, media type, or era can add a small personal-fit nudge.
Likes and dislikes do not override quality. A disliked title is demoted in recommendations, not erased from search. Hidden titles are different: they are excluded from normal discovery. Explicit tuning choices, such as picking a genre or language, take priority over learned taste.
What it is not
It is not a critic score, an official rating, or a guarantee that every person will like the title. It is a practical recommendation score for quickly finding strong options that are actually streamable for you.
Why IMDb and TMDB still appear
StreamRanker Score is the ranking layer. IMDb and TMDB remain visible as evidence, so you can see the underlying rating signals instead of trusting a black-box number alone.
How low IMDb ratings are handled
When a title has enough IMDb votes to be a meaningful signal, very low IMDb ratings are filtered out of recommendations. Borderline IMDb ratings are capped so a high TMDB score cannot make weak titles look like top recommendations.
How confident the score is
Two titles can share the same score with very different evidence behind them - an 85 from a few hundred votes is a hunch; an 85 from hundreds of thousands is close to settled. So the score number itself shows its confidence: high looks as normal, medium is shown a little muted, and low is muted and labelled "limited votes so far". A quieter number is still a real recommendation - just treat it as an early signal that may move as more people rate the title.