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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. However, there are certain things that are clear. Players having a huge difference in their skill level for different roles may abuse this system.
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The next major update will add a ranked matchmaking feature to the game. This mode is aimed at experienced players who want to play in a more competitive environment and know their matchmaking rating MMR. Dota 2 matchmaking has always calculated MMR and used it to form matches; in ranked matchmaking we make that MMR visible. Dota 2 uses standard techniques to quantify and track player skill.
We assign each player an MMR, which is a summary metric that quantifies your skill at Dota 2. After each match, we update your MMR based on what happened in that match. We also track our uncertainty about your MMR. New accounts and those playing in Ranked Matchmaking for the first time have high uncertainty.
We understand that some players, especially at the high end, have experienced a significant drop in matchmaking quality as a result of our recent iterations. We are committed to making matchmaking as good as it can be. For any party that includes an Immortal player, every player in that party will be considered the same rank as the highest player in that party.
Due to the unusually high frequency of matchmaking abuses found in party games in high level matches–we’re adding a new rule to party.
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Dota 2: How does the new matchmaking system affect the game
Matchmaking is the process through which the system groups players into opposing teams for public games modes. With the exception of bot games, matchmaking is mostly determined by matchmaking ratings MMR. Unranked or casual games do not display matchmaking ratings and still doesn’t track your MMR for solo and party queues.
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.
For the teamplay aspect: We think it is really crucial for you to not have a disincentive to play with your friends. The game currently overly emphasizes playing solo and establishes a strong social reward mechanism for this, which causes many players to prefer playing alone than with friends. We believe that bias has over time caused more negativity and unhappiness when playing Dota. Furthermore, Dota is a very teamplay heavy game and we want to consider that aspect a bit more strongly in the hierarchy of matchmaking values.
For the correctness of the MMR aspect: We recognize that there is a tradeoff here on the mmr data quality if the match has solo mmr numbers with party mmr numbers, however we feel that the impact of that data noise is much smaller than even we initially considered it to be early on and generally with how it is discussed online. Most of the issues related to this we think we can solve with better algorithms.
Another common case is playing with a friend who has a higher mmr than you, expecting that it will cause your mmr to go higher. While that has been at least partly true in previous matchmaking system iterations, our most recent version does a fairly good job of addressing this. We have enough data to form matches that cause you to have an even chance to win by carefully choosing the opponents that have a similar makeup.
At a base level, we think mathematically we are able to have high confidence that playing with a friend will not have a material effect on your average mmr value with a properly balanced matchmaker. Some players perform really poorly when they play a role they are not used to, and in turn introduce a lot of volatility in the system for everyone by causing your MMR number to drift away from your actual skill level as well as causing imbalanced games.
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How the matchmaking system works is probably one of the most important, yet difficult to understand things in Dota 2. Players often wonder.
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A comprehensive matchmaking system is an important factor in being able to enjoy playing Dota, regardless of which hero or role you prefer.