Advanced Player Stats

A

Advanced Player Stats

Free

Advanced Player Stats — Player analytics that works with or without AI. Ask questions in plain chat or use fast offline commands — your data, your way.

By VoidwalkerDevUpdated May 2026
1.16 - 1.21.xPaper/Purpur/Spigot

Free download — no account required

Total Downloads8,420
Rating Score
4.8
Reviews46

What is Advanced Player Stats? Advanced Player Stats is a high-performance analytics engine that works with or without AI. It gives you the power to query 29 in-depth player statistics using natural language chat, or utilize lightning-fast local commands without any external API dependencies.

Key Features * **Agentic Recursive AI & Natural Language Queries:** Ask questions in plain chat and let the AI scan inventories and stats to dynamically answer. * **Fuzzy Matching Fallback Engine:** A 100% offline fallback system that resolves spelling mistakes and commands locally. * **Comprehensive Metrics Tracking:** 29 stats tracked dynamically across combat details, movement mechanics, and custom progression values. * **Live Inventory Scanning & Comparisons:** Inspect and compare inventories or achievements of multiple players securely. * **Granular Privacy Controls:** Players can selectively toggle public visibility for individual stats using in-game settings. * **Self-Healing & Async Storage:** Zero-lag database aggregations backed by a self-healing scheme migration system.

Screenshots

Configuration Setup Screenshot
Inventory Banking Menu GUI
Active Server Performance Metrics

Server Compatibility

Minecraft Version1.20 - 1.21.x
Java TargetJava 17 / 21
Server SoftwarePaper, Spigot, Purpur
SQL SupportSQLite, MySQL, MariaDB
Permissions PluginLuckPerms, Vault

Need Setup Assistance?

Check out the **Docs** tab above for installation steps, command parameters, and configurations. You can also join our Discord for 24/7 technical support.

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4.8
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User Reviews

OptiFineEnjoyer's avatar
@OptiFineEnjoyer1.20.6Paper

Reviewed on 13/6/2026

Outstanding AI Context Hook!

It's amazing how this hooks directly into the NSR-AI endpoint. Players can literally ask the bot 'how is my bow accuracy' and it responds with custom reasoning.

VoidwalkerStudio Developer Reply

Awesome to hear! We spent a lot of time optimization the recursive reasoning loop to avoid lag spikes.

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