Sleuth and Jellyfish are the top contenders in the Engineering Intelligence (EI) space, offering robust features to improve developer productivity and alignment with business goals. GetDX lags behind in terms of out-of-the-box support for Delivery Progress but excels in its BI-like interface for writing custom SQL queries. In Execution Quality, all three tools provide similar insights into pull requests, while Alignment is where Jellyfish shines due to its comprehensive features on resource allocation and morale tracking. Ease of Adoption is where Sleuth takes the lead, thanks to its robust automation capabilities and habit-forming features. Ultimately, Sleuth emerges as a top choice for EI tools, with GetDX being a strong contender in specific areas such as custom reporting and survey-based DevEx scorecard generation.