When you raise the budget, you make creative compromises. The higher the budget goes, the more cuts in your movie happen. When people talk about how movies are watered down, that's a direct reflection of money and budget. The less money you spend; the more risks you can take. That doesn't mean it will be successful, but at least you can try different stuff. The higher your budget is, the less you can do that.