[FREE KEY] BARRAGE | OP AUTO FARM | PERMANENT KEY IN DISCORD

BARRAGE - Hot or Cold: Guess the Word!

Update Log & Feature List

AUTO SOLVE & GLOVE VECTOR ENGINE

• GloVe Word-Vector Solver: Core solver reads visible guesses and ranks across the entire board (yours and opponents'), executing an embedded GloVe word-vector engine that estimates the hidden target word via least-squares fitting. Submits top candidate predictions until rank 1 is achieved.

• Typing & Submission Controls: Offers Remote (simulated realistic input delay directly to SubmitGuess) or Type (visible typing emulation into game input fields). Features adjustable Min/Max Entry Speed (WPM), Adaptive or Fixed Guess Delays (0–3s), Auto Hint triggers (uses free per-round hints as primary vector anchors), and solve alerts.

• Engine Presets & Solve Modes:

  • Engine Presets: Automatic, Best Quality, Fast, Aggressive, Solo, Custom.

  • Solve Modes: Instant (max speed guessing) or Confident (absorbs board constraints first to minimize overall guess count).

  • Timing Policies: Guess Immediately, Wait Delay (0–30s), or Wait for Others (prevents submitting the opening guess).

  • Clue Sources & Openers: Toggle between All Players (100+ global board constraints) or My Guesses Only, with Diverse Openers or Straight to Estimate options.

FINE-GRAINED MATH ENGINE TUNING

• Tuning Presets: Automatic, Precision, Balanced, Aggressive, Explorer, Custom.

• Mathematical Hyperparameters:

  • Confidence Rank & Exploit Threshold: Defines target confidence metrics for Confident mode execution and sets the threshold where exploration shifts strictly to vector chasing.

  • Exploration & Regularization: Novelty weight bias for untested word candidates and ridge strength tuning on least-squares fits.

  • Warmup & Board Filters: Configurable warmup guess allocations, Skip Taken Words filtering, and Speed Round Adaptation (auto-shortens warmup, speeds up exploitation, and halves delays).

• Interactive Live Boards: Live top-50 "closest so far" board view, segmented match history (Both / Others / You), manual word submission seam, and quick actions (Request Hint, Reset Round, Stop).

OPTIMIZATIONS & WEBHOOKS

• Performance & Graphics Tuning: Custom FPS cap slider (30–360) with quick presets (60 / 144 / Uncapped), Roblox render quality controls (Automatic / High / Medium / Low), single-click FPS Boost, and Restore Visuals overrides.

• Selective Rendering Cleanup: Granular toggles for Post-Effects, Shadows, Terrain Water, Decals & Textures, Lights, Particles (with auto-application to newly spawned instances), Player visibility, and Sound muting.

• Discord Webhook Integration: Real-time event notifications covering 10 triggers (Solved, Each Guess, Best Improved, Hint Used, New Round, Round Over, You Won, You Lost, Streak Milestones, Vocabulary Exhausted). Features session statistics tracking (Wins, Losses, Win Rate, Streaks), customizable embed fields, ping controls, alert cooldowns (1–30s), and automated interval summaries (1–60 mins).