Startups are high risk, especially if you have all your eggs in 1 basket. Whether it's reasonable to take the risk depends on data points that only you can ascertain.
The hard part is being honest with yourself. If you've invested 4 years into this job, you surely have emotional attachments to it that transcend economics. Feelings of loyalty are good and normal. One key question to ask is how much loyalty do the founders feel to you? Would it be hard for them to replace you? Do they treat you with respect and camaraderie or like a machine that produces algorithms? Are they competent, inspiring people that you learn from, or "idea guys" who are good at pitching but not much else? If you were the CEO, would you hire them?
Just a few of the questions I would ask myself in your shoes.