Platform Overview
What is Sigma Engine?
Sigma Engine is a professional-grade automated trading platform for perpetual futures. It deploys market making and scalping strategies across multiple DEXs, with a proprietary signal engine that adapts to real-time market conditions.
The platform handles everything from order placement to risk management, allowing you to run sophisticated strategies without manual intervention.
Architecture
The system consists of six layers. Each layer feeds into the next, from raw market data at the top to order execution at the bottom.
Data Layer
Real-time ingestion from multiple exchanges simultaneously. Cross-exchange orderbook and trade flow data is aggregated, normalized, and fed into every downstream component. A compiled C++ orderbook engine handles sub-millisecond price computation for latency-sensitive decisions.
Intelligence Layer
A proprietary signal brain aggregates multiple independent signal sources into a single directional output per market. Each source votes independently with a confidence score. The system includes CPCV-validated machine learning models trained on over a year of tick data, real-time regime detection, and an adaptive learning layer that reweights signal importance based on actual trade outcomes over time. The brain improves the longer it runs.
Strategy Layer
Multiple bot types consume intelligence output and manage order placement. Ladder bots handle geometric market making across 5 configurable modes. Pro Trader runs HFT scalping with confluence-based entries. Signal bots combine up to 20 technical analysis strategies with consensus voting. Delta neutral captures funding rate differentials across exchanges. Execution algorithms (TWAP, VWAP, Iceberg) handle large order slicing without detection.
Risk Layer
Every order passes through real-time risk controls before reaching an exchange. Includes academic pricing models for inventory-aware spread adjustment, reinforcement learning for dynamic risk tuning, multi-layer flow protection that detects and reacts to order flow cascades, and hard position limits with automated stop loss execution.
Execution Layer
Orders are placed as maker-only (0% fees on most DEXs). The execution engine manages selective cancellation to preserve queue position, rate limit handling per exchange, and post-fill cooldowns to prevent overtrading.
Exchange Layer
16 exchange integrations across DEXs and CEXs, all non-custodial. Builder fee enforcement ensures the platform collects revenue on every trade. Credentials are encrypted at rest and the platform can never withdraw or move user funds.
Supported: Ethereal, Hyperliquid, HotStuff, GRVT, Pacifica, Extended, Hibachi, 01 Exchange, Aftermath, DreamCash, TradeXYZ, Nado, Binance, Bybit, and more.
Available Strategies
| Strategy | Type | Best For |
|---|---|---|
| Ladder Bot | Geometric ladder market making (5 modes) | Volume farming, spread capture, exchange points |
| Pro Trader | HFT scalping with confluence scoring | Active markets, directional edge |
| Signal Bot | TA-driven entries with 20 strategy options | Directional trading with consensus confirmation |
| Delta Neutral | Cross-exchange funding arbitrage | Low-risk funding rate harvesting |
| TWAP / VWAP / Iceberg | Algorithmic execution | Large orders without detection |
| Copy Trader | Mirror top traders in real-time | Passive following of proven wallets |
Points Programme
Sigma Engine will be launching a points programme for active users. Earn points for volume, uptime, and platform participation. More details will be announced soon.
Risk Disclaimer
Real trading involves real risk.
- Past performance does not guarantee future results
- Market conditions vary (bull/bear/sideways)
- Always start with small position sizes
- Use Conservative mode until you understand how the bot functions first
- Never trade with money you can't afford to lose as trading by nature is inherently risky