Words can have multiple meanings - it might be best to find one that doesn’t have the same baggage that conservative has, such as “risk-averse”

Not extreme is rather moderate. Conservative estimate means there’s a tendency to not change what was estimated in the past. Moderate would mean that a small change would be accepted.