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◆ Whale Flow Strategy Backtest — Hyperliquid

90-day quantitative backtest of the Whale Flow signal for Hyperliquid (HYPE). Performance metrics, trade statistics, and risk analysis. Last updated: March 12, 2026.

Performance Summary

2.21
Sharpe Ratio
-21%
Max Drawdown
58%
Win Rate
221
Total Trades
2.01
Profit Factor
0.31%
Avg Trade

Current Signal State </> API
# Current Whale Flow signal for HYPE
$ curl command:
curl -H "X-API-Key: YOUR_KEY" https://algotick.dev/v1/signals/whale-flow?coin=HYPE
Endpoint: /v1/signals/whale-flow?coin=HYPE
Get your API key →

Current Value
0.5000
Signal
buying
Indicator
Whale Flow

Trade Statistics

MetricValue
Best Trade+8.1%
Worst Trade-1.6%
Average Trade+0.31%
Win Rate58%
Profit Factor2.01
Total Trades (90d)221
Average Holding Period6h
Max Consecutive Wins8
Max Consecutive Losses3

Methodology

Whale Flow: Whale flow analysis tracks unusually large orders (>$100K notional) on the order book. When smart money accumulates on one side of the book, it often precedes directional moves. The indicator computes a whale imbalance score from -1 (all selling) to +1 (all buying).

Backtest Parameters:

  • Period: 90 days of 1-minute data from Hyperliquid
  • Signal: whale_imbalance from the Algo Tick API
  • Position sizing: Fixed 1x leverage, no compounding
  • Execution: Market orders at next bar open, 0.05% slippage + 0.02% fees
  • Risk: Stop-loss at 2x ATR, take-profit at 3x ATR

Reproduce This Backtest

Don't run this backtest locally — just query our analytics endpoint:

# Fetch historical signal data for backtesting
import requests

API_KEY = "YOUR_API_KEY"
BASE = "https://algotick.dev"

# Get current Whale Flow signal
resp = requests.get(
    f"{BASE}/v1/signals/whale-flow",
    params={"coin": "HYPE", "api_key": API_KEY}
)
signal = resp.json()
print(signal)

# Query historical data for backtesting
hist = requests.get(
    f"{BASE}/v3/analytics/query",
    params={
        "api_key": API_KEY,
        "metric": "whale_imbalance",
        "coin": "HYPE",
        "hours": 2160  # 90 days
    }
)
data = hist.json()

Our server-side Whale Flow signal generated a 2.2 Sharpe on HYPE over the last 90 days

Don't build the infrastructure. Just query the API and focus on your alpha.

Get API Key →

Other Whale Flow Backtests

Other Indicators — Hyperliquid