Probability AI mini apps

An LLM predicts the next word based on probability distribution. Let 𝑃 ( 𝑤 1 , 𝑤 2 , … , 𝑤 𝑁 ) P(w 1 ​ ,w 2 ​ ,…,w N ​ ) be the probability of a sequence of words. The perplexity is defined as: 𝑃 𝑃 ( 𝑊 ) = 𝑃 ( 𝑤 1 , 𝑤 2 , … , 𝑤 𝑁 ) − 1 𝑁 PP(W)=P(w 1 ​ ,w 2 ​ ,…,w N ​ ) − N 1 ​ Or, using the chain rule of probability: 𝑃 𝑃 ( 𝑊 ) = ∏ 𝑖 = 1 𝑁 1 𝑃 ( 𝑤 𝑖 ∣ 𝑤 1 , … , 𝑤 𝑖 − 1 ) 𝑁 PP(W)= N ∏ i=1 N ​ P(w i ​ ∣w 1 ​ ,…,w i−1 ​ ) 1 ​ ​ Detectors look for low perplexity (high probability). The prompt instruction "Do not choose the most statistically probable next token" forces the model to select tokens from lower in the probability distribution (e.g., the 3rd or 4th most likely word rather than the 1st), artificially inflating the 𝑃 𝑃 PP value to match human levels.

Professional probability-based trading analysis tool for color trading games. Analyzes historical patterns, calculates probabilities, and provides risk-controlled predictions with capital protection focus.

AI-powered pattern analysis & probability engine for color trading games. Analyzes historical data for number frequency, Big/Small trends, and colour streaks.

Analyze color-game history with frequencies, streaks, hot/cold numbers, and probability trends.

A crash game simulator with real-time odds tracking and probability analysis.

Multi-sport score predictions with win probability, matchup insights, history, and sharing.

A realistic, educational simulator of the SportyBet Aviator game. Features live probability charts, a 'Fake Predictor' to expose scams, and responsible gaming insights.

AI-driven deck categorization with structural tagging, pro player target metrics, pruning pipeline, and interactive probability & strategy companion.

Transparent football probabilities, odds value, trends, and prediction tracking.

Transparent sports probabilities, trends, odds context, and model performance tracking.

AI-powered sports analytics dashboard. Input match stats and get AI predictions and probability analysis.

Analyze Aviator rounds, review signals, and explore probability trends responsibly.

Analyze football matches with form, probabilities, scores, odds and value bets.

Spin the wheel to make decisions! Add options with custom weights to control probability.

Model virtual football outcomes with quick team ratings and transparent probabilities.

Analyze virtual sports games with quick probability insights and safer betting reminders.