ModuTier
Real-time crowdsourced tier lists for everyday products
What it does
ModuTier lets the community rank brands with an S–E tier list, updated live. No endless reviews—just a clear leaderboard. We’re starting with pasta and tomato sauce and will expand into more everyday categories based on user requests. Vote, explore, and share your hot takes.
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I wanted to quantify the endless "which knife should I buy" debates on r/chefknives, so I built a data analysis pipeline to get some real answers. The project is a 5-phase system built with Node.js. It first uses Fuse.js for fast, typo-tolerant fuzzy matching of ~450 known brands and ~8,700 models. The remaining text is then passed to an LLM (via OpenRouter) for discovering new, unknown entities and performing sentiment analysis on every mention. I ran it on over 1,000 threads, totaling more than 25,000 comments. A few interesting findings: The Underdog: Budget-friendly Tojiro has a…
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