There was a time I had to exit a position quickly after bad news, so I threw in an order of more than 26,000 dollars while liquidity was thin. The wallet showed it filled, but when I added it up, I was short nearly 310 dollars.
After that, I stopped looking at large orders as a simple block. In crypto, many losses do not come from a wrong view, but from the way the path of the order pushes the market off balance.
It is like moving something heavy through a narrow alley. Forcing it through in one go is usually not faster, it only creates more collision.
What stayed with me longer was the way Genius uses an aggregator of aggregators to choose a path from multiple layers of liquidity, instead of leaving the whole trade to one fixed route. When paired with order splitting, Genius breaks a large block into smaller waves, sends them through different execution points, reduces the upward shove on price, and leaves a thinner trace on the chart.
The anchor I use is clear, scaling from 5,000 to 20,000 and then 30,000 dollars while the actual amount received still stays close to the quoted price. Only when a large order can pass through without damaging its own price does that architecture become worth discussing.
I would judge it by cold numbers, Genius has to keep post fee slippage at a tolerable level, execution time cannot stretch too far, and the impact on each pool cannot create rough price steps. Genius also has to repeat that result across different liquidity conditions, not just look good when the market is calm.
I am not looking for a brighter interface. I am looking for the feeling that a large order can pass through and make the market flinch less, and when it can do that consistently, Genius becomes worth keeping on the trading screen.