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Valve recently introduced some small but radical changes to the ranked matchmaking of Dota 2. This is not the first time the company has changed its matchmaking and not the last. Valve has implemented a pentagon graph that has empty bars. The impact of these changes will be visible after a reasonable time has passed.
A comprehensive matchmaking system is an important factor in being able to enjoy playing Dota, regardless of which hero or role you prefer. Matchmaking involves various tradeoffs and our goal is to find the best balance between all the different factors. There are two major aspects with this change: 1 the teamplay and social aspect and 2 the value and correctness of the MMR value.
How do the MMR system and the ranks work in Dota 2? There are no official statements from Valve nowadays, so I made the work and researched a lot to write this long guide. There might be still mistakes or things that change over time — I will keep the post updated, comment below if something needs to be corrected! This guide is for Dota 2 beginners.