There was a thread recently about quitting games prematurely (which, mercifully, I won't bump) that referred to the statistical tables that premium members can see. While I do think manually comparing your own data for a game directly to top players is useful (there are videos on Ark Nova that do a great job of this, for example), the aggregate data tables you can see for each game are largely jumbled nonsense. Reasons for that:
1. Solo play is included, and solo play often has a fixed number of turns and different incentive structure (see again: Ark Nova).
2. All player counts are included, and those can also be different in terms of turns and numbers of points.
3. Variants are all jumbled together and change game play and speed (see: Terraforming Mars - Prelude).
4. Finally, and this is the biggest one: players of all skill levels are in the same pool, a pool that is biased toward lower Elo ratings given the distribution of players.
Without filtering, you get something like this:

Clearly, I'm a way below "winning" at Forest Shuffle, almost 50 points lower...except I'm Expert-level.
All I'm saying is, the data in those tables is numerical sludge, and it would be nice to filter, though I say that without knowing the mechanics or complexity of it.
Alternately, adding a column of the top 50 or 100 player statistics would give players a clearer view of highest-Elo winning play...maybe that's the path?
1. Solo play is included, and solo play often has a fixed number of turns and different incentive structure (see again: Ark Nova).
2. All player counts are included, and those can also be different in terms of turns and numbers of points.
3. Variants are all jumbled together and change game play and speed (see: Terraforming Mars - Prelude).
4. Finally, and this is the biggest one: players of all skill levels are in the same pool, a pool that is biased toward lower Elo ratings given the distribution of players.
Without filtering, you get something like this:

Clearly, I'm a way below "winning" at Forest Shuffle, almost 50 points lower...except I'm Expert-level.
All I'm saying is, the data in those tables is numerical sludge, and it would be nice to filter, though I say that without knowing the mechanics or complexity of it.
Alternately, adding a column of the top 50 or 100 player statistics would give players a clearer view of highest-Elo winning play...maybe that's the path?