How does Antidote work?
The trading bot works exclusively with Order Flow. It analyzes the current supply and demand to assess the available liquidity from the point of view of the prospects of entering a particular arbitrage trade.
Arbitrage strategies
Arbitrage Strategies — Various types of high-tech arbitrage are used — spatial, cross-border, and statistical, which increases the number of earning opportunities.
Real-time data gathering and aggregation
The bot continuously collects and analyzes data streams from all major cryptocurrency exchanges, stock exchanges, and Forex platforms in real-time. This allows it to catch any price gaps and arbitrage opportunities instantly.
Market forecasting and modeling
Market Forecasting and Modeling — The bot applies various mathematical and statistical models based on artificial neural networks to create short and medium-term forecasts of changes in asset prices. This makes it possible to anticipate the development of the situation in the markets.
Supply and Demand Forecasting
Supply and Demand Forecasting — The system models the balance of supply and demand based on trading volumes, order bookings, and other parameters. This is critical to successful trading.
Asset correlation estimation
Asset Correlation Assessment — Calculates and accounts for correlation relationships between the prices of different assets, allowing you to predict their movement more accurately.
Multi-factor data analysis
Multi-Factor Data Analysis — Besides price and volume data, the bot considers fundamental factors, news background, social sentiment, and other parameters to make informed decisions.
Multi-Agent Algorithms
Multi-Agent Algorithms — Multi-agent algorithms optimize capital and asset allocation between different markets and instruments. They allow you to achieve efficiency when trading under market uncertainty.
High-Performance Algorithms
High Performance Algorithms — The bot can make millions of trading decisions per second. This is critical for successful high-frequency arbitrage.
Risk Management
Risk Management — Advanced risk management algorithms, including stop losses and hedging, allow you to minimize potential losses from adverse trades in volatile markets.
Algorithm Adaptability
Adaptive Algorithms — The system continuously optimizes its trading algorithms based on the results of executed trades using reinforcement learning techniques. This gives you a significant advantage over your competitors.
Diversification
Diversification — The bot trades various instruments in hundreds of markets. This allows you to reduce overall risk and ensure a steady income.
Round-the-clock operation
Round-the-clock operation — Antidote AI works 24/7 without breaks or fatigue, allowing it to fully realize the potential of every trading opportunity that arises, ensuring maximum profits.
We use several types of crypto arbitrage in our work
Spatial arbitrage
Cross-border arbitrage
Statistical arbitrage
How does Antidote AI make money?
If someone makes money in the market, at the same moment someone else is bound to lose money. Everyone can't make money. The market is a constant, never-ending redistribution of capital. What does Antidote AI do to assess the situation and decide whether it should enter a position and open a trade or not?
Machine learning technologies are used to collect and analyze data — neural networks that process large amounts of market data in real-time.
Various predictive analytics methods — statistical models, support vector methods, and decision trees — are used to forecast short-term price fluctuations.
Multi-agent optimization algorithms are used for optimal capital allocation between different types of assets and platforms.
Trading bots are implemented based on deep learning technology with reinforcement learning, which allows them to optimize their strategies on the fly.
Fuzzy neural networks (HHC) are used to minimize risk and implement hedging strategies.
High-frequency Arbitrage is achieved through direct low-latency connectivity to exchange APIs and server co-location.
Liquidity aggregation via API access is used for Arbitrage with banks. A single arbitrage grid is created based on cross-currency and interbank rates.
Machine learning algorithms model optimal routes for conversion operations with the least loss.
The system runs on a private cloud with distributed computing on hundreds of GPUs/TPUs for high-speed data processing.
Antidote AI has to constantly adapt to the maneuvers of competing systems. It must be able to recognize the signs of manipulation, bypass the "traps" of other HFT-algorithms and effectively manage risks in a highly volatile environment.
A key success factor is the development of algorithms that can outperform other HFT-algorithms in identifying and realizing arbitrage opportunities.
Contact Us
We are here to answer all your questions and help you understand how the platform works! Our support is available 24 hours a day, 7 days a week.
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