AMM Strategy
Overview
Perpetual liquidity pool's AMM quoting strategy is based on parameters that are carefully selected and assigned to perp markets based on their underlying risk profile.
Markets with similar market cap, liquidity, volatility, and price correlations will be grouped and assigned a quote strategy with parameters appropriate for that market.
This helps liquidity providers (LPs) achieve a few goals:
Balance Risk & Reward for LPs
Having different quote strategies for different market groups allows the risk for LPs to be minimized while still providing an attractive spread for traders so that fees can be earned.
Simplify Choices for LPs
By grouping similar markets, we enable liquidity providers (LPs) to easily select pools that match their risk profiles, eliminating the complexity of analyzing each market individually. This creates a more coherent and predictable environment for LPs.
Efficient Portfolio Management
Grouping similar markets allows LPs to manage their portfolios more effectively, balancing risk and potential returns without needing constant adjustments.
Adapt to Market Dynamics
Our pools can be adjusted, ensuring they remain aligned with the changing market conditions, preserving their relevance and effectiveness.
Quoting Strategy
Base Strategy
Perp Pool employs different quoting strategies based on the market's underlying asset risk to balance market liquidity and spread to protect liquidity providers. The base strategy is defined by a quote shape given by:
Price Ticks: Denominated in $1 increments.
Ratio: Denominated in percentage (%).
Each quote value represents the distance from the previous quote, with the first quote being set relative to the oracle price. The 'quote amount ratio' dictates the proportion of liquidity allocated to each quote.
Let's take a look at an example below.
The first quote will be $1 away from the oracle price with 30% of the liquidity, while the second quote will be $3 away from the previous quote with 70% of the liquidity.
Example:
Quote
1
Quote price type (price_ticks or ratio)
price_ticks
Quote price value
$1.00
Quote amount ratio
0.3
Quote
2
Quote price type (price_ticks or ratio)
price_ticks
Quote price value
$3.00
Quote amount ratio
0.7
Volatility Skew
In order to ensure liquidity providers do not take unnecessary losses during volatile market periods, the quote shape is further skewed by historical volatility (HV). The protocol tracks the market's past 20-day, 1-hour, and 1-minute HVs and skews the quotes away from the spread based on the assigned weights and thresholds of each HV bucket.
Position Skew
On top of using the funding (borrow) rate, the pool also skews the quote strategy based on its current position, making it more attractive to trade against the pool's position vice versa when its position size is large. This keeps the pool more delta-neutral, reducing the LP's market risk.
Notice Period
Celeris adheres to a transparent and predictable approach for adding or removing markets, as well as any changes in parameters linked to Perpetual Liquidity Pools.
Celeris aims to provide notice to all liquidity providers by issuing a 48-hour notice via app notifications, community channels, and within the Celeris application before any above changes are enacted.
This notice period helps to ensure that LPs have adequate time to adjust their liquidity provision in response to any upcoming changes.
Last updated