Comparing the performance of ECDSA signature validation in OpenSSL vs. libsecp256k1 over the last decade

Creating a graph that effectively visualizes the progression of software development or performance improvements over time is an insightful idea. By placing date or time indicators, such as release or commit dates, on the X-axis, one can chronologically track the evolution or enhancements of a project. This temporal mapping provides a clear, linear pathway of development milestones and version releases, facilitating an easy comprehension of the project’s growth and iteration phases.

Incorporating a logarithmic scale on the Y-axis introduces a nuanced approach to representing data, especially when dealing with metrics that exhibit exponential growth or where percentage improvements are more telling than absolute numbers. The log scale ensures that proportional changes appear equal in distance on the graph, regardless of their position. This method of visualization aligns with human perception better, allowing for a straightforward comparison of different stages of development or versions. It mitigates the visual distortion that often comes with plotting wide-ranging values, making significant and minor improvements equally discernible at a glance.

Moreover, adopting a log scale has practical benefits for future-proofing the graph. As new versions or updates are added, the graph can accommodate these without becoming cluttered or losing readability. This scalability is particularly valuable in projects with frequent updates or continuous improvement models. It ensures the graph remains a relevant and useful tool for analysis, discussion, and presentation over time, providing stakeholders with a comprehensive overview of the project's trajectory and achievements.

In essence, the proposed graph structure not only enhances the visual representation of data but also serves as a dynamic document of progress, adaptable to ongoing developments. This approach fosters a deeper understanding and appreciation of the incremental advancements within a project, encouraging a more informed and engaged audience.