About Valo Recommender

What is Valo Recommender?

Valo Recommender is a Agent recommendation tool I built to help players discover Agents that match how they like to play in Valorant.

Recommendations are based on playstyle traits, roles, and gameplay patterns.

You can explore recommendations by browsing Agents you enjoy, selecting gameplay tags, or comparing shared traits across the roster.

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Why I Built This

I built this recommender because I kept running into the same question across different games:

“I like playing this character...who else actually plays similar?”

The goal is to help new and returning players find Agents that feel right, without needing to already know the meta or memorize the entire roster.

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Agent Data & Tagging

Each Agent is described using a set of custom gameplay tags.

These tags represent playstyle tendencies, strengths and weaknesses, pacing, mobility, and common responsibilities. Some tags matter more than others, so they’re weighted to reflect their importance.

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How the Recommendation System Works

Under the hood, the recommender compares Agents using weighted gameplay tags and role awareness.

The goal is to recommend Agents that play similarly not just ones that share a class, archetype, or damage type.

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Types of Recommendations

Single Agent Recommendations

Start with one Agent you enjoy. The system compares it against the full roster and returns only meaningful matches.

Tag-Based Discovery

You can browse by gameplay tags to explore the roster, understand playstyles, and find alternatives to Agents you already enjoy. This is especially useful for newer players.