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A Brief Overview of Testing and Benchmarking Tools for distributed systems today are usually built for a specific type of blockchain or its forks. Gremlin is a convenient tool for architects, devops and security specialists. Caliper is a tool designed for developers and system architects, as it provides high repetitiveness and automated testing and benchmarking. Whiteblock Genesis provides a test platform for testing any launched distributed systems, including blockchains. MixBytes Tank allows for early detection of bottlenecks and errors in algorithms that occur in real networks.