Because TWAP inherently lags behind the spot price, it is helpful to understand the potential financial loss, and look into mitigations and tradeoffs.
In particular, it may be useful to quantify the over-valuation of MKR due to TWAP lagging behind the spot price using past swap data. [1][2]
It is shown that on average a 1 hour TWAP over-values MKR compared to spot price by 0.5% but 10% in the worst case. Noticing the worst case and that there is no limiting of loss in the current kiln
implementation, I will give more specifics and approaches to mitigate loss.
Hopefully, this article and the iPython notebook linked below, as well as other linked resources, are helpful to quantify the impact of the TWAP oracle lagging the spot price.
sell
token, by comparing the differences between:
Histogram of 1 hour TWAP deviation from the pool’s spot price (negative values excluded)
3934676 observations over 2022-08-15 to 2022-11-15
mean 0.0048
std 0.0058
min 0.0000
25% 0.0013
50% 0.0030
75% 0.0062
max 0.1054
lot
s.50 trials
mean 8941.3001
std 2156.6957
min 3892.8330
25% 7433.8469
50% 8841.7192
75% 10514.1229
max 15499.7326