In this post, we’ll explore common issues in PvP matchmaking, including balancing early-game opponents and optimising matchmaking times. We’ll also discuss strategies for overcoming these challenges using analytics to improve player experience and retention. The post aims to cover some of the basics, but much more advanced analysis is often required to help a game succeed.

Like a feature or gameplay mechanic, telemetry will undergo many iterations in the prelaunch phases of product development. Launch your analytics project with early telemetry design. Build buy-in, establish champions throughout your team, and leverage collaborative telemetry documentation to ease the process. By successfully preparing, you are preparing for success.

The goal of data analysis is always insight—insight derived from a discovered pattern or patterns. However, patterns and findings can be largely misleading if the underlying data is erroneous.

When it comes to FUN, there isn't just one metric, but let's explore ONE of several that we use to identify if players are having fun.