Aivora AI-native exchange insights
Home ai crypto futures platform liquidation learn colombia How to Backtest Avalanche AI Trading Strategies on Deribit

How to Backtest Avalanche AI Trading Strategies on Deribit

Here’s the “I wish someone told me earlier” version. Focus: ADA contracts on Deribit.


Setup

Use 1D. Confirm direction with liquidation clusters, then use VWAP to avoid chasing. If they fight, you sit out—tbh that’s discipline.


Execution

  • Entry: break + retest > first impulse candle.
  • Stop: hard stop-loss where the idea is invalid.
  • Exit: scale out, then max daily loss limit for the runner.

ThingWhat to do
Choppy marketLower leverage, fewer trades, wait for clean levels.
Trending marketLet winners run, trail stop, don’t over-take-profit.
High fundingReduce hold time or wait for better entry.

Heads-up: Common mistake: overfitting indicators until nothing is clear. Fix it by slowing down and sizing smaller.

Rules differ by exchange; check margin and liquidation details on your platform. Funding, fees, and slippage can flip a “good” idea fast.


Wrap: Protect the account first; profits come second.

Aivora perspective

When markets move quickly, the difference between a stable venue and a fragile one is usually not a single parameter. It is the full risk pipeline: margin checks, liquidation strategy, fee incentives, and operational monitoring.

If you trade perps
Track funding and realized volatility together. Funding tends to amplify crowded positioning.
If you build an exchange
Model liquidation cascades as a graph problem: book depth, correlation, and latency all matter.
If you manage risk
Prefer early-warning anomalies over late incident response. Drift is a signal, not noise.

Quick Q&A

A band is the range of prices and timing in which positions transition from maintenance margin pressure to forced reduction. Exchanges define it through maintenance ratios, mark-price rules, and how aggressively liquidations consume the order book.
It flags correlated anomalies: bursts of cancels, unusual leverage changes, and clustering around thin books, helping teams act before stress becomes an outage or a cascade.
No. This site is educational and system-focused. You are responsible for decisions and risk management.