ZS1100A is a USB-based power supply that can accurately estimate the energy consumption of IoT devices. This tool can plot the current consumption vs time very accurately and in great detail, which can be used along with the battery model to estimate the overall battery life. The crowdfunding campaign has begun - check out the project page for more details and to place an order.