SAP AG, the largest maker of business-management software, agreed to buy SuccessFactors Inc. for $3.4 billion in cash, stepping up competition with archrival Oracle Corp. in the cloud-computing market.

SAP will pay $40 a share for San Mateo, California-based SuccessFactors, which makes software used to manage employee performance.