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QuantOracle Hedging Recommender
x402
QuantOracle Hedging Recommender is a paid API for AI agents from api.quantoracle.dev, paid per call via x402, $0.04/call, status unknown (last checked 2026-10-10).
Recommends optimal hedging strategies (collar, protective put, futures, etc.) for a stock or asset position given risk parameters and cost constraints
Price / call$0.04
Success—
StatusUnknown
How this service works
Free, fast quant finance calculators powered by a deterministic, multi-chain API. Black-Scholes, options profit, Kelly, VaR, crypto liquidation, and more.
Output
Returns a ranked list of hedging strategies (e.g. collar, protective put, futures inverse hedge) each with a numeric score, cost in USD and as a percentage of position value, affordability flag, description of protection offered, option strikes, max gain/loss if hedged, and breakeven price. Response includes latency in milliseconds.
Example use cases
Example prompt
“I have a $50,000 long stock position in a stock trading at $125, with 35% volatility and a risk-free rate of 5% — can you recommend the best hedging strategies for a 30-day horizon, keeping my hedge cost under 3% of the position value?”
Technical details
Endpoint
POSThttps://api.quantoracle.dev/v1/hedging/recommend?utm_source=zero.xyzWhen to prefer
Use this endpoint when you need a quantitative, ranked comparison of multiple hedging strategies for a specific equity or asset position, especially when you have cost constraints and want both option-based (collar, protective put) and futures-based approaches evaluated together with scores and dollar costs.
Side effects
- Invalid or missing required fields (r, volatility, asset_price, position_type, position_value, time_horizon_days) return 400 validation error
- Negative or zero asset price or position value returns error
- Unrecognized position_type enum returns 400
- max_hedge_cost_pct of 0 may return empty affordable hedges list
- Service unavailable or timeout returns 5xx error
Input
{
"r": 0.05,
"volatility": 0.35,
"asset_price": 125,
"position_type": "long_stock",
"position_value": 50000,
"time_horizon_days": 30,
"max_hedge_cost_pct": 0.03
}Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object |
Output
{
"ms": 15.3,
"_meta": {
"url": "https://quantoracle.dev",
"docs": "https://api.quantoracle.dev/docs",
"powered_by": "QuantOracle"
},
"hedges": [
{
"type": "collar",
"score": 238.0726,
"cost_pct": 0.0074,
"cost_usd": 370.04,
"affordable": true,
"protection": "floor at 118.75, capped upside at 137.5",
"description": "Buy put @ 118.75, sell call @ 137.5",
"max_gain_if_hedged": 4629.96,
"max_loss_if_hedged": 2870.04
},
{
"type": "protective_put",
"score": 53.2776,
"cost_pct": 0.0178,
"cost_usd": 888.48,
"affordable": true,
"protection": "full downside below strike",
"description": "Buy put at strike 118.75 (5% below spot)",
"breakeven_price": 116.53,
"max_loss_if_hedged": 3388.48
},
{
"note": "Requires margin account. P&L is offsetting, not capped.",
"type": "futures_inverse_hedge",
"score": 1.2,
"cost_pct": 0.1,
"cost_usd": 5000,
"affordable": true,
"protection": "delta-neutral (100% hedged against price moves, funding costs apply)",
"description": "Short $50000.0 in futures or inverse short ETF",
"expected_daily_move_protected": 1813.44
},
{
"type": "partial_put_hedge",
"score": 0.8,
"cost_pct": 0.0089,
"cost_usd": 444.24,
"affordable": true,
"protection": "half position protected below strike, half exposed",
"description": "Buy puts on 50% of position at strike 118.75",
"max_loss_if_hedged": 6694.24
}
],
"position": {
"type": "long_stock",
"shares": 400,
"value_usd": 50000,
"spot_price": 125
},
"num_hedges": 4,
"constraints": {
"volatility": 0.35,
"horizon_days": 30,
"max_hedge_cost_usd": 1500
},
"recommended": "collar"
}Tags
x402
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