Independent Benchmark Report: Impetus LeapLogic™ Outperforms Native
Migration Tools 

Leads in conversion accuracy, effort reduction, and end-to-end timeline:
A study by McKnight Consulting Group

Download the report

Our data shows that LeapLogic outperforms native solutions like Lakebridge, AWS SCT, and SnowConvert AI in key areas, showcasing superior conversion accuracy and significant efficiency gains. With advantages twice exceeding 100% in comparison to the alternatives, LeapLogic minimizes manual effort and maximizes conversions.

William McKnight
President, McKnight Consulting Group

Impetus LeapLogic™ Validated as the #1 Data Estate Modernization Tool

Shows unmatched real-world advantages over native migration tools in head-to-head comparison, saving up to 52 weeks of conversion time for large migrations

Consistently Superior Results Across All Tested Dimensions 

Conversion accuracy

Up to 348 higher conversion accuracy across all artifact types (SQL, ETL, and BI).

Efficiency gains

Up to 94% reduction in manual conversion effort, saving 103K+ engineering hours in large migrations

Project acceleration

∼85% faster transformation of artifacts, with up to 49% reduction in overall migration timelines for large-scale projects

Reduced risk and costs

Up to 70% reduction in migration scope through automated workload discovery, dependency mapping, and complexity analysis

Rigorously Tested Across Real-World Migration Scenarios

Using a representative mix of SQL, ETL, and BI artifacts, all tools were evaluated for accuracy, efficiency, and reliability—with results extrapolated across small, medium, and large projects.