Radiant-Level Tactics.
Machine Precision.
OneTap AI goes beyond simple K/D ratios. By analyzing your raw spatial match telemetry, weapon recoil patterns, and engagement coordinates, we deliver personalized training regimens to level up your gameplay.
Crosshair Placement Error
"Your Headshot % drops by 14% at ranges exceeding 20m. Stop spraying; integrate A-D counter-strafing and fire 2-bullet taps."
ACS Variance Coefficient
How We Improve Your Rank
Rather than generic gaming tips, we extract raw data logs from your recent matches, analyze them against competitive database bounds, and output actionable instructions.
Calibrate Mechanics
Analyze your hit distribution (head, body, leg) across ranges and calibrate your in-game sensitivity (eDPI) to correct micro-adjustments and spray errors.
Radiant Coaching
Interact with an AI Coach powered by Retrieval-Augmented Generation (RAG) that references playbooks, map defaults, and agent guides to answer questions.
Eliminate Inconsistency
Identify "feast-or-famine" scoring streaks. Measure your Average Combat Score variance to teach you secure, high-value trading instead of risky solo peeks.
Our Analytical Toolkit
Unlock a suite of diagnostic modules designed to evaluate every aspect of your performance.
3D Agent Hologram
A fully interactive 3D WebGL projection of your top agent. Drag to rotate 360° to inspect details while holographic scanning laser rings trace the model.
RAG Live Coach
A live chat monitor utilizing semantic vector search to retrieve sections of detailed agent, map, and mechanical playbooks, grounding recommendations in your stats.
Spatial Minimap Heatmaps
Plots your exact coordinates of death and kill events on calibrated top-down map layouts, helping you identify bad angles, spacing errors, and crossfire exposure.
ACS Trajectory charts
Visualize your combat performance trend over matches. Identifies swings in form, match outcomes, and tracks average scoring slope.
Advanced Telemetry Matrix
Provides granular metrics like average Time-to-Damage, movement error percentages, first blood differentials, and economy round win rates.
Shareable Story Cards
Instantly exports a beautiful 1080×1920 portrait story card featuring your custom wideart banner, best maps, stats, and AI summary to share on social media.
An AI Coach that Knows the Game Inside Out
Unlike chat assistants that give generic shooting advice, our Live Coach is grounded via a custom Retrieval-Augmented Generation (RAG) vector database containing comprehensive playbooks, site execution strategies, and mechanical diagnostics.
Profile Extraction: Reads your stats, HS%, and movement errors directly from the MySQL database.
Vector Ingestion: Cross-references your query against 38 custom coaching chunks loaded into Qdrant.
Radiant Advice: Prescribes clear Aim Down Sight checks, counter-strafe practices, and site pathing advice.
"Based on your profile, your HS% is 11.2% while your wide-swing peeks sit at 68%. You are over-swinging into pre-aimed crosshairs. Clear angles one by one and use tight shoulder peeks. Practice the 15m recoil reset drill."
Ready to Lock In?
Create your account today, sync your Riot ID, and unlock Radiant-level strategic coaching and aim profiles.