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AnimeOshi
AnimeOshi

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Building an Anime Rating Platform That Rates Every Episode

Most anime rating sites work at the series level — one score for the whole show. We thought that was broken, so we built something different.

AnimeOshi rates anime at the episode level. Every single episode gets its own rating, so fans know exactly what's worth watching this week.

The Problem With Series-Level Ratings

A series rated 7.4/10 tells you almost nothing. Which episodes are the good ones? Where does the quality drop? Is it worth pushing through a slow start? These are the questions fans actually have, and a single score can't answer them.

What We Built

AnimeOshi currently has over 69,000 episode ratings across 30,000+ episodes. New ratings go up weekly as episodes air. The signal is simple: watch it, skip it, or it's mid — no confusing number scores.

The Scale Challenge

Rating at the episode level means the data surface area is massive compared to series-level sites. A 24-episode anime is 24 individual data points instead of 1. At scale, this means we're dealing with significantly more content to curate, display, and keep updated.

We have a contributor network of hundreds of reviewers across different countries and languages submitting episodic ratings and reviews. Managing that pipeline — quality control, deadline enforcement, revision workflows, payments — required building custom tooling from scratch.

What's Next

We're working on episode-level interpretations — a space where fans can share theories, debate plot points, and dive deep into what just happened. Plus a ranking system for contributors and expanded community features.

If you're into anime and tired of useless series-level scores, check out AnimeOshi.

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