In theory a higher block reward will incentivize and allow for greater computational power to be thrown at it, thereby increasing the cost to attack it.
Before EIP 1559 fees were much more important. Ethereum has higher rewards since about Q3 2020
edit: even worse, f2pool just multiplies the base reward (2 eth) - ignoring uncle rewards and fees, by the wrong number of blocks (based on 15 sec block time - it's actually 13.2s). Trash calculation.
This is false. Ethereum has higher block rewards (in $) for over a year now. Bitcoin is the second biggest PoW network by mining expenditure.