Financial company CEOs often talk about needing better incentives to perform. How about this one: You’re lucky to have a job when many of your peers don’t.

But that’s not how it’s working in the marketplace. Despite being hard hit by the housing and mortgage slump, some companies-including Washington Mutual Inc. and Toll Brothers Inc.-have made surprising changes in benchmarks for executive bonuses going forward.