Humm ...
I'm pretty sure that I read a reply from Niegen to several parts of my analysis, but now I can't find it anymore. Might have been an edit/quote misclick, or the forum just goofed up. Anyway, I'll reply to what I remember of it.
Regarding the point that another reason why the three top decks performed so well is probably that they put so many creatures into play that the opponent has a low chance to target key figures with whatever removal options it has: *Very* good point, I hadn't thought it through that far. I also agree with your later analysis that the AI would benefit from prioritizing lord creatures as targets. Feel free to mention that in the "AI Improvement" thread so that it doesn't get forgotten.
Regarding the AI using Wrath of God or similar spells when no creatures are present: Yep ... the AI has a low chance of casting the spell under these conditions, but the chance still exists, based on the fact that the AI assumes that every card in its deck does something good for it. The worst I've seen in my tests was the "Fairy Archmage" deck casting Wrath of God - basically a good thing, 6 of the deck's own creatures and 8 enemy creatures were killed, but most of the creatures from the "Fairy Archmage" deck had Persist and came back to the battlefield, leaving the deck in a very strong position of having several attackers against an opponent with no creatures at all. The AI then proceeded to cast a *second* Wrath of God, which trashed all of its own creatures for good.
(Close second was a situation that *looked* like the AI sacrificing a 26/26 Magnivore with which it would have won the game if it simply attacked, the enemy had no blockers left. But I'm not sure what exactly happened there, I just remember myself thinking "Ah, the Magnivore will win the game now", and then the creature was suddenly gone, during its controller's turn.)
Regarding the complete matchup table: I'll see what I can do. It shouldn't be difficult, but the last time I tried to make one (for exactly the same reasons as you mentioned, post-hoc analysis to determine specific strengths and weaknesses of a given deck), Calc worked for about 90 minutes and then simply closed. It didn't even give a crash message, it looked like it just had enough from all the number crunching and decided to call it a day. But I'll try it again, I'm interested in such a table myself.
AI Deck Comparison
Re: AI Deck Comparison
Okay, here's the matchup table requested by Niegen. The forum software will probably not like having to display a table with 267 columns, but if you click "Select all" and copy it into a text editor, you should have a usable layout. If it doesn't work, just say so, I can add the table as an attachment as well.
The table lists the first player in the rows, the second player in the columns, and the result of the game between these players in the respective cell (score for first player listed first).
Note: The table also lists matches of a deck against itself. These matches can be interesting for analysis (for example, with more data collected they may show whether a deck is stronger as first or second player), but they were not included in the calculation of the score.
The table lists the first player in the rows, the second player in the columns, and the result of the game between these players in the respective cell (score for first player listed first).
Note: The table also lists matches of a deck against itself. These matches can be interesting for analysis (for example, with more data collected they may show whether a deck is stronger as first or second player), but they were not included in the calculation of the score.
Code: Select all
. Tre Elf Sol Jih Kin Mas Jus Bad Fai Elv Kit Und Spe Sol Sel Bur Ang Wra Blo Dee Fai Ter Zub Dra Cra How Hea Tsa Pla Jun Dep Mig Inq Rat Ash Vam Gia Bad Mag Sna Yav Mil Sle All Kob Wil Sav Nob Tai Via Laf Bad Bal Sha Nig Mag Pan Ter Pyr
Rank M% Deck # 48 30 24 32 37 36 18 20 17 19 26 40 33 29 23 21 31 7 58 14 44 12 41 49 59 10 43 27 4 13 28 35 8 15 46 53 22 38 57 45 6 50 54 11 34 55 3 47 2 42 25 5 39 9 1 52 16 56 51
1 79% Treefolk 48 0-1 0-1 0-1 1-0 1-0 0-1 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 0-1 0-1 0-1 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 0-1 1-0 0-1 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0
2 78% Elfball 30 1-0 1-0 1-0 0-1 0-1 1-0 1-0 1-0 1-0 0-1 0-1 1-0 0-1 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 1-0 1-0 0-1 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0
3 75% Soldiers 24 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 0-1 1-0 0-1 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 0-1 0-1 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0
4 74% Jihad 32 1-0 0-1 1-0 0-1 0-1 0-1 0-1 1-0 0-1 1-0 0-1 0-1 1-0 1-0 1-0 1-0 0-1 0-1 0-1 1-0 0-1 1-0 1-0 0-1 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0
5 73% Kinsbaile Cavali 37 0-1 0-1 1-0 0-1 0-1 1-0 0-1 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 0-1 0-1 1-0 0-1 1-0 1-0 0-1 0-1 0-1 1-0 1-0 0-1 1-0 0-1 1-0 1-0 0-1 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0
6 71% Master of Ether 36 0-1 0-1 1-0 0-1 0-1 1-0 1-0 0-1 0-1 0-1 1-0 1-0 0-1 1-0 0-1 1-0 1-0 0-1 1-0 0-1 1-0 1-0 0-1 0-1 1-0 1-0 0-1 0-1 1-0 1-0 1-0 1-0 1-0 0-1 0-1 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0
7 70% Justice 18 1-0 1-0 0-1 1-0 0-1 1-0 0-1 0-1 0-1 1-0 1-0 0-1 0-1 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 0-1 1-0 1-0 1-0 1-0 0-1 0-1 1-0 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 0-1 0-1 1-0 1-0 1-0 1-0 1-0
8 70% Bad Moon 20 1-0 0-1 0-1 0-1 1-0 0-1 0-1 1-0 1-0 0-1 0-1 0-1 0-1 1-0 1-0 1-0 0-1 0-1 1-0 1-0 1-0 1-0 0-1 1-0 0-1 1-0 1-0 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0
9 69% Fairies 17 0-1 1-0 1-0 1-0 1-0 1-0 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 0-1 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0
10 69% Elves 19 1-0 1-0 1-0 1-0 0-1 0-1 0-1 0-1 1-0 1-0 0-1 1-0 0-1 0-1 1-0 1-0 0-1 1-0 1-0 1-0 1-0 0-1 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 0-1 1-0 1-0 1-0 1-0 1-0 0-1 0-1 1-0 0-1 1-0 1-0 1-0 1-0 1-0 0-1 0-1 1-0 0-1 0-1 1-0 1-0 1-0 1-0 1-0 1-0
11 69% Kithkin 26 0-1 0-1 1-0 1-0 1-0 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 1-0 1-0 0-1 1-0 0-1 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 0-1
12 69% Undead Lord 40 0-1 0-1 1-0 1-0 0-1 0-1 1-0 0-1 0-1 1-0 1-0 0-1 1-0 0-1 1-0 0-1 0-1 1-0 0-1 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 0-1 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0
13 68% Spectral Rack 33 1-0 0-1 0-1 0-1 0-1 0-1 1-0 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 1-0 1-0 0-1 0-1 0-1 1-0 1-0 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 0-1 0-1 0-1 0-1 0-1 1-0 1-0 0-1 0-1 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0
14 67% Soldiers2 29 0-1 1-0 0-1 1-0 1-0 1-0 0-1 1-0 0-1 1-0 1-0 0-1 0-1 1-0 0-1 1-0 0-1 1-0 1-0 1-0 1-0 0-1 0-1 1-0 1-0 1-0 0-1 1-0 1-0 1-0 0-1 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0
15 65% Selesnya 23 0-1 0-1 0-1 1-0 0-1 1-0 0-1 1-0 1-0 1-0 1-0 0-1 0-1 0-1 1-0 0-1 1-0 0-1 1-0 0-1 0-1 1-0 1-0 1-0 1-0 1-0 1-0 0-1 0-1 1-0 0-1 0-1 0-1 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0
16 62% Burning 21 0-1 1-0 1-0 1-0 1-0 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 0-1 0-1 1-0 0-1 0-1 1-0 1-0 0-1 1-0 1-0 0-1 0-1 1-0 1-0 1-0 0-1 1-0 1-0 0-1 0-1 1-0 0-1 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0
17 62% Angelism 31 0-1 1-0 0-1 0-1 0-1 1-0 1-0 0-1 1-0 1-0 1-0 1-0 0-1 1-0 0-1 1-0 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 1-0 0-1 1-0 1-0 1-0 0-1 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 0-1 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0
18 61% Wrath 7 1-0 0-1 1-0 0-1 0-1 0-1 0-1 1-0 0-1 1-0 0-1 1-0 0-1 0-1 0-1 1-0 0-1 1-0 1-0 1-0 0-1 1-0 0-1 1-0 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0
19 61% Bloodhall Ooze 58 0-1 0-1 1-0 0-1 0-1 1-0 1-0 1-0 0-1 1-0 0-1 1-0 0-1 0-1 1-0 1-0 1-0 0-1 0-1 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 0-1 1-0 0-1 1-0 0-1 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 0-1 1-0 1-0 1-0 0-1 1-0 1-0 1-0
20 59% Deep Blue 14 0-1 0-1 0-1 0-1 0-1 0-1 1-0 1-0 0-1 0-1 0-1 1-0 1-0 1-0 1-0 0-1 1-0 0-1 0-1 1-0 0-1 0-1 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 0-1 0-1 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 0-1 1-0 1-0 0-1 0-1 1-0 1-0 1-0 1-0 1-0 1-0
21 59% Fairie Archmage 44 0-1 0-1 1-0 0-1 0-1 1-0 0-1 0-1 1-0 1-0 0-1 1-0 0-1 1-0 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 0-1 1-0 0-1 1-0 0-1 1-0 1-0 1-0 1-0 0-1 0-1 1-0 1-0 0-1 0-1 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0
22 58% Terror 12 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 0-1 1-0 1-0 0-1 1-0 0-1 1-0 0-1 1-0 0-1 1-0 0-1 1-0 0-1 0-1 1-0 0-1 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 0-1 1-0 0-1 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0
23 57% Zuberi's Flock 41 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 1-0 1-0 0-1 0-1 0-1 0-1 0-1 1-0 1-0 1-0 1-0 0-1 0-1 0-1 1-0 1-0 1-0 1-0 0-1 1-0 1-0 0-1 0-1 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0
24 56% Dragon 49 0-1 1-0 0-1 0-1 1-0 0-1 0-1 0-1 1-0 1-0 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 0-1 0-1 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 0-1 0-1 1-0 1-0 1-0 1-0 0-1 0-1 1-0 1-0 1-0
25 56% Craven Giant 59 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 0-1 1-0 0-1 1-0 0-1 1-0 1-0 0-1 0-1 0-1 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 0-1 0-1 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0
26 55% Howlins 10 1-0 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 1-0 0-1 1-0 1-0 0-1 1-0 0-1 0-1 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 0-1 0-1 1-0 1-0 1-0 1-0 0-1 1-0 0-1 0-1 0-1 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0
27 55% Heartmender 43 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 1-0 0-1 0-1 1-0 1-0 0-1 0-1 0-1 0-1 1-0 1-0 0-1 0-1 1-0 1-0 1-0 1-0 0-1 0-1 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 0-1 1-0 0-1 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0
28 53% Tsabo 27 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 1-0 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 0-1 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 0-1 1-0 0-1 1-0 0-1 1-0 1-0 1-0 0-1 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0
29 53% Plateau 4 0-1 0-1 0-1 1-0 1-0 0-1 1-0 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 1-0 0-1 1-0 1-0 0-1 1-0 1-0 0-1 1-0 0-1 1-0 1-0 1-0 0-1 1-0 0-1 1-0 0-1 1-0 1-0 0-1 0-1 0-1 0-1 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0
30 50% Jungle 13 0-1 1-0 1-0 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 0-1 1-0 1-0 1-0 0-1 1-0 0-1 1-0 0-1 0-1 0-1 0-1 1-0 0-1 0-1 1-0 1-0 0-1 1-0 0-1 0-1 1-0 1-0 1-0 0-1 0-1 1-0 1-0 1-0 0-1 0-1 1-0 1-0 1-0 0-1 0-1 0-1 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0
31 49% Depletion 28 0-1 0-1 0-1 0-1 0-1 1-0 1-0 0-1 1-0 1-0 0-1 0-1 0-1 0-1 1-0 0-1 1-0 0-1 0-1 1-0 0-1 1-0 1-0 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 1-0 1-0 0-1 0-1 1-0 0-1 0-1 1-0 1-0 0-1 1-0 1-0 1-0 0-1 0-1 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1
32 49% Might Sliver 35 0-1 0-1 0-1 0-1 1-0 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 1-0 1-0 1-0 0-1 1-0 1-0 0-1 0-1 0-1 0-1 0-1 1-0 1-0 0-1 1-0 1-0 0-1 0-1 1-0 0-1 0-1 1-0 1-0 1-0 0-1 1-0 0-1 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 0-1 0-1 1-0 1-0 1-0
33 47% Inquisitor 8 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 0-1 0-1 1-0 0-1 1-0 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 1-0 0-1 0-1 1-0 1-0 1-0 1-0 0-1 1-0 1-0 0-1 1-0 0-1 1-0 1-0 1-0 1-0 0-1 0-1 1-0 0-1 0-1 1-0 0-1 1-0 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0
34 45% Rats! 15 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 1-0 1-0 0-1 0-1 0-1 0-1 0-1 0-1 1-0 1-0 0-1 1-0 1-0 0-1 0-1 0-1 0-1 0-1 1-0 0-1 1-0 1-0 1-0 1-0 1-0 0-1 0-1 0-1 0-1 1-0 0-1 0-1 1-0 0-1 1-0 1-0 0-1 0-1 0-1 1-0 1-0 0-1 1-0 1-0 0-1 0-1 1-0 1-0 1-0 1-0
35 45% Ashenmoor Cohort 46 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 0-1 1-0 0-1 1-0 0-1 0-1 1-0 0-1 0-1 1-0 1-0 0-1 1-0 1-0 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 0-1 0-1 0-1 1-0 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 1-0 0-1 1-0 1-0
36 45% Vampires 53 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 0-1 1-0 1-0 1-0 0-1 0-1 1-0 1-0 1-0 0-1 0-1 1-0 1-0 0-1 0-1 1-0 1-0 1-0 0-1 0-1 0-1 1-0 0-1 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0
37 44% Giants! 22 0-1 0-1 0-1 0-1 0-1 1-0 1-0 0-1 1-0 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 0-1 0-1 1-0 0-1 1-0 0-1 0-1 0-1 1-0 0-1 1-0 1-0 1-0 0-1 0-1 0-1 1-0 1-0 0-1 1-0 0-1 1-0 0-1 0-1 1-0 1-0 1-0 0-1 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0
38 42% Bad Dreams 38 0-1 1-0 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 1-0 0-1 1-0 0-1 1-0 0-1 1-0 0-1 1-0 0-1 0-1 1-0 0-1 0-1 0-1 1-0 1-0 0-1 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 0-1 0-1 0-1 1-0 1-0 1-0 1-0 1-0 1-0
39 42% Magus Coffers 57 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 1-0 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 1-0 1-0 0-1 0-1 1-0 1-0 0-1 0-1 1-0 0-1 1-0 0-1 0-1 1-0 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 1-0
40 41% Snake Shamans 45 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 1-0 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 1-0 0-1 0-1 1-0 0-1 0-1 1-0 1-0 1-0 1-0 1-0 0-1 0-1 0-1 0-1 0-1 1-0 0-1 1-0 0-1 0-1 1-0 1-0 0-1 0-1 1-0 1-0 1-0 0-1 1-0 0-1 0-1 1-0 1-0
41 41% Yavimaya 6 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 1-0 0-1 0-1 0-1 0-1 1-0 0-1 0-1 1-0 1-0 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 0-1 1-0 0-1 0-1 1-0 1-0 0-1 0-1 0-1 0-1 0-1 1-0 1-0 1-0 1-0 1-0 0-1 0-1 1-0 1-0 1-0 1-0 1-0 1-0
42 39% Millage 50 1-0 0-1 0-1 1-0 0-1 0-1 1-0 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 1-0 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 1-0 0-1 1-0 0-1 1-0 0-1 1-0 1-0 1-0 0-1 0-1 0-1 1-0 0-1 1-0 0-1 0-1 0-1 0-1 0-1 1-0 1-0 1-0
43 39% Sleeper Agent 54 0-1 0-1 1-0 0-1 0-1 0-1 1-0 1-0 0-1 0-1 0-1 1-0 0-1 1-0 1-0 0-1 1-0 0-1 1-0 1-0 1-0 1-0 0-1 0-1 0-1 1-0 1-0 0-1 1-0 1-0 0-1 1-0 0-1 1-0 1-0 0-1 0-1 0-1 0-1 1-0 1-0 0-1 1-0 1-0 0-1 1-0 0-1 1-0 0-1 1-0 1-0 0-1 0-1 0-1 0-1 0-1 0-1 1-0 1-0
44 38% Alliance 11 0-1 0-1 0-1 1-0 1-0 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 1-0 1-0 0-1 0-1 0-1 0-1 0-1 1-0 0-1 1-0 1-0 0-1 1-0 0-1 1-0 1-0 1-0 1-0 0-1 0-1 0-1 1-0 1-0 1-0 0-1 0-1 0-1 1-0 0-1 1-0 1-0 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 0-1 0-1 1-0 0-1 1-0
45 38% Kobold Overlord 34 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 1-0 0-1 0-1 1-0 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 1-0 0-1 0-1 1-0 1-0 0-1 1-0 1-0 1-0 0-1 0-1 0-1 1-0 1-0 1-0 0-1 0-1 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 0-1 0-1 1-0 1-0 1-0
46 36% Wild Jhovall 55 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 1-0 0-1 1-0 1-0 1-0 1-0 1-0 0-1 0-1 1-0 0-1 1-0 1-0 1-0 0-1 1-0 0-1 1-0 1-0
47 35% Savannah 3 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 1-0 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 0-1 1-0 0-1 0-1 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0 0-1 1-0 1-0
48 34% Noble Panther 47 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0 0-1 1-0 0-1 0-1 1-0 1-0 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 1-0 0-1 1-0 1-0 1-0 1-0 1-0 0-1 1-0 0-1 1-0 1-0
49 34% Taiga 2 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 1-0 0-1 0-1 1-0 0-1 0-1 0-1 1-0 1-0 0-1 1-0 1-0 0-1 1-0 0-1 1-0 0-1 0-1 0-1 0-1 1-0 0-1 1-0 1-0 0-1 0-1 0-1 1-0 1-0 1-0 0-1 1-0 0-1 0-1 1-0
50 33% Viashino Warrior 42 0-1 1-0 0-1 1-0 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 1-0 0-1 1-0 1-0 0-1 0-1 1-0 0-1 1-0 0-1 1-0 0-1 1-0 0-1 1-0 0-1 0-1 1-0 1-0 0-1 1-0 0-1 1-0 1-0 1-0 1-0 1-0 1-0 1-0 1-0
51 31% Lafiel 25 0-1 0-1 1-0 1-0 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 1-0 1-0 0-1 0-1 0-1 0-1 1-0 0-1 0-1 1-0 1-0 0-1 0-1 0-1 0-1 0-1 1-0 1-0 0-1 1-0 1-0 1-0 1-0 1-0 0-1 0-1 1-0 0-1 0-1 1-0 1-0 0-1 1-0
52 28% Badlands 5 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 1-0 1-0 0-1 0-1 0-1 1-0 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 0-1 1-0 1-0 1-0 0-1 0-1 0-1 1-0 0-1 1-0 1-0 1-0 0-1 1-0 1-0 1-0 0-1
53 28% Ball Lightning 39 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 1-0 1-0 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 1-0 0-1 1-0 1-0 1-0 0-1 1-0 1-0 1-0 1-0 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 1-0 1-0 1-0 1-0
54 26% Shatter 9 0-1 0-1 1-0 0-1 0-1 0-1 1-0 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 1-0 1-0 0-1 0-1 0-1 1-0 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 1-0 1-0 1-0 1-0 0-1 1-0 1-0
55 25% Nightmare 1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 1-0 0-1 0-1 0-1 0-1 0-1 1-0 0-1 1-0 0-1 0-1 1-0 1-0 0-1 0-1 1-0 1-0 1-0 1-0
56 22% Magnivore 52 1-0 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 1-0 0-1 1-0 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 1-0 0-1 0-1 0-1 0-1 0-1 1-0 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 1-0 0-1 0-1 1-0 0-1 1-0 1-0 0-1 1-0
57 22% Panda Hive 16 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 1-0 1-0 0-1 0-1 1-0 1-0 0-1 1-0 1-0 0-1 0-1 1-0 0-1 0-1 1-0 0-1 0-1 1-0 1-0 1-0 1-0
58 16% Terravore Turmoi 56 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 1-0 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 0-1 1-0 1-0 0-1 1-0 1-0 0-1 1-0 1-0
59 13% Pyromancer 51 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 1-0 1-0 0-1 0-1 0-1 1-0 0-1 0-1 1-0 0-1 0-1 0-1 1-0 1-0 1-0 0-1 0-1 1-0 0-1 0-1 0-1 0-1 0-1 1-0 0-1 0-1 1-0 0-1 1-0 1-0
Re: AI Deck Comparison
Quick update: After implementing a "Speed" option into my personal version of Wagic (see this post for ugly spaghetti source code), I hoped to be able to collect data for AI comparisons much quicker. The game *does* run quicker on "fast speed" now (it only takes 25 seconds per game as opposed to 60-70 seconds before), but the game still only uses 10% of my CPU. There must be some other brake in the code that I haven't found yet.
I then decided to use a "brute force" approach. Instead of rewriting the program so that it runs quicker, I simply opened 10 instances of it at once. To my mild surprise, it didn't explode into my face - 10 instances of Wagic are now running side by side on my desktop, all in the same directory. I now get a new game result every 2 seconds. This should reduce the time to collect data points quite a bit.
It also has the advantage that I can run a gauntlet on the first instance, randomly selected AI decks on the second, test a specific AI deck's performance on the third, etc. Also, if one of the instances crashes while I'm away, the others should still continue to collect data.
I think I'll post updated statistics, with a much smaller error margin, in a few days.
I then decided to use a "brute force" approach. Instead of rewriting the program so that it runs quicker, I simply opened 10 instances of it at once. To my mild surprise, it didn't explode into my face - 10 instances of Wagic are now running side by side on my desktop, all in the same directory. I now get a new game result every 2 seconds. This should reduce the time to collect data points quite a bit.
It also has the advantage that I can run a gauntlet on the first instance, randomly selected AI decks on the second, test a specific AI deck's performance on the third, etc. Also, if one of the instances crashes while I'm away, the others should still continue to collect data.
I think I'll post updated statistics, with a much smaller error margin, in a few days.
Re: AI Deck Comparison
Updated AI Deck Comparison:
The table now represents the results of 62,460 games. Legend:
Rk, Deck, # - Rank, name and number of the deck
M, W, D, L - number of matches played, won, drawn, lost
G+, G- - number of single games won / lost
G% - percentage of games won
M% - percentage of matches won (with matches ending in a draw counting as a half victory)
(1.P/2.P) - percentage of matches won as 1st/2nd player
Rank is determined by M%, with G% as a tiebreaker.
As can be seen, we have a new champion. The crown has been passed from Treefolk to Elfball, congratulations.
Note that the error margin of this table is much smaller than that of the previous one, however, there are still matches included with a high error margin. Most of the time the AIs were pitched against each other randomly, so we have some matched where the AIs played 30+ times against each other, but we also have some match that consist of only a single game. Obviously, the latter have a much higher margin of error than the former, yet they are both counted the same when calculating the final score.
I will continue with this analysis, but since the AI has improved by now (we made an important fix to blocker assignment), and some important bugs have been fixed (for example, Hypnotic Specter works again), I'll probably start from scratch.
I'll also change the method of calculation a bit. Currently, if the match of AI X vs AI Y ends 18:17, the match will be counted as a victory for X. This is perfectly okay in the spirit of a tournament, however, in an analysis that tries to assess the "true strength" of the decks, it would be much more appropriate to count such results as a draw.
The table now represents the results of 62,460 games. Legend:
Rk, Deck, # - Rank, name and number of the deck
M, W, D, L - number of matches played, won, drawn, lost
G+, G- - number of single games won / lost
G% - percentage of games won
M% - percentage of matches won (with matches ending in a draw counting as a half victory)
(1.P/2.P) - percentage of matches won as 1st/2nd player
Rank is determined by M%, with G% as a tiebreaker.
Code: Select all
Rk Deck # M W D L G+ G- G% M% (1.P/2.P)
01 Elfball 30 116 104 7 5 1695 388 81% 93% (90%/96%)
02 Treefolk 48 116 104 4 8 1846 387 83% 91% (93%/90%)
03 Justice 18 116 100 9 7 1806 509 78% 90% (92%/88%)
04 Jihad 32 116 97 7 12 1494 478 76% 87% (91%/83%)
05 Bad Moon 20 116 97 4 15 1579 563 74% 85% (84%/86%)
06 Fairies 17 116 92 10 14 1513 670 69% 84% (84%/83%)
07 Elves 19 116 92 6 18 1522 499 75% 82% (81%/83%)
08 Soldiers 24 116 93 4 19 1601 609 72% 82% (86%/78%)
09 Kithkin 26 116 85 9 22 1352 586 70% 77% (78%/77%)
10 Bloodhall 58 116 86 4 26 1583 675 70% 76% (78%/74%)
11 Soldiers2 29 116 83 8 25 1342 665 67% 75% (77%/73%)
12 Undead Lor 40 116 81 6 29 1259 606 68% 72% (72%/72%)
13 Kinsbaile 37 116 79 9 28 1211 665 65% 72% (76%/68%)
14 Angelism 31 116 78 9 29 1260 816 61% 71% (74%/68%)
15 Burning 21 116 78 8 30 1412 768 65% 71% (72%/69%)
16 Master of 36 116 78 6 32 1379 834 62% 70% (71%/69%)
17 Spectral R 33 116 73 11 32 1289 752 63% 68% (67%/68%)
18 Deep Blue 14 116 75 7 34 1254 895 58% 68% (73%/62%)
19 Wrath 7 116 72 10 34 1339 951 58% 66% (68%/65%)
20 Selesnya 23 116 69 12 35 1140 856 57% 65% (70%/59%)
21 Craven Gia 59 116 73 3 40 1348 1002 57% 64% (69%/59%)
22 Terror 12 116 71 5 40 1167 770 60% 63% (68%/59%)
23 Zuberi's F 41 116 71 4 41 1158 876 57% 63% (65%/61%)
24 Tsabo 27 116 69 4 43 1284 1029 56% 61% (59%/64%)
25 Howlins 10 116 61 11 44 1143 857 57% 57% (62%/53%)
26 Heartmende 43 116 62 6 48 1065 928 53% 56% (57%/55%)
27 Might Sliv 35 116 60 6 50 1060 975 52% 54% (59%/49%)
28 Fairie Arc 44 116 57 6 53 1150 1016 53% 52% (52%/52%)
29 Dragon 49 116 54 11 51 1019 872 54% 51% (53%/50%)
30 Plateau 4 116 56 5 55 1413 1303 52% 50% (44%/57%)
31 Ashenmoor 46 116 53 8 55 1012 1067 49% 49% (53%/46%)
32 Inquisitor 8 116 51 9 56 958 965 50% 48% (51%/45%)
33 Rats! 15 116 50 8 58 940 1090 46% 47% (46%/47%)
34 Giants! 22 116 51 5 60 970 1096 47% 46% (46%/47%)
35 Vampires 53 116 47 3 66 1021 1083 49% 42% (38%/46%)
36 Magus Coff 57 116 42 7 67 899 1175 43% 39% (35%/43%)
37 Depletion 28 116 42 6 68 876 1232 42% 39% (37%/41%)
38 Jungle 13 116 41 6 69 892 1185 43% 38% (36%/40%)
39 Bad Dreams 38 116 38 5 73 880 1170 43% 35% (46%/24%)
40 Yavimaya 6 116 37 7 72 824 1133 42% 35% (35%/34%)
41 Sleeper Ag 54 116 34 10 72 580 1038 36% 34% (29%/38%)
42 Kobold Ove 34 116 35 4 77 719 1133 39% 32% (33%/31%)
43 Wild Jhova 55 116 32 8 76 787 1272 38% 31% (31%/31%)
44 Snake Sham 45 116 28 11 77 685 1257 35% 29% (24%/34%)
45 Savannah 3 116 31 4 81 952 1653 37% 28% (28%/28%)
46 Noble Pant 47 116 30 4 82 820 1207 40% 28% (29%/26%)
47 Taiga 2 116 30 3 83 928 1781 34% 27% (31%/23%)
48 Millage 50 116 25 9 82 937 1405 40% 25% (27%/24%)
49 Shatter 9 116 26 4 86 586 1414 29% 24% (22%/26%)
50 Alliance 11 116 22 9 85 655 1307 33% 23% (25%/21%)
51 Badlands 5 116 23 4 89 608 1455 29% 22% (25%/18%)
52 Ball Light 39 116 22 5 89 635 1373 32% 21% (27%/16%)
53 Lafiel 25 116 19 8 89 668 1661 29% 20% (19%/21%)
54 Nightmare 1 116 20 4 92 779 1884 29% 19% (18%/20%)
55 Viashino W 42 116 19 4 93 599 1508 28% 18% (22%/15%)
56 Panda Hive 16 116 12 1103 490 1729 22% 11% ( 9%/12%)
57 Magnivore 52 116 7 6103 439 1632 21% 9% ( 8%/ 9%)
58 Pyromancer 51 116 9 2105 306 1828 14% 9% (10%/ 7%)
59 Terravore 56 116 7 3106 332 1927 15% 7% ( 8%/ 7%)
Note that the error margin of this table is much smaller than that of the previous one, however, there are still matches included with a high error margin. Most of the time the AIs were pitched against each other randomly, so we have some matched where the AIs played 30+ times against each other, but we also have some match that consist of only a single game. Obviously, the latter have a much higher margin of error than the former, yet they are both counted the same when calculating the final score.
I will continue with this analysis, but since the AI has improved by now (we made an important fix to blocker assignment), and some important bugs have been fixed (for example, Hypnotic Specter works again), I'll probably start from scratch.
I'll also change the method of calculation a bit. Currently, if the match of AI X vs AI Y ends 18:17, the match will be counted as a victory for X. This is perfectly okay in the spirit of a tournament, however, in an analysis that tries to assess the "true strength" of the decks, it would be much more appropriate to count such results as a draw.
Re: AI Deck Comparison
... and for anyone interested in particular matchups, here's the full matchup table:
(As before, just click "select all" and copy/paste it into a spreadsheet or text editor for better view.)
(As before, just click "select all" and copy/paste it into a spreadsheet or text editor for better view.)
Code: Select all
. Elf Tre Jus Jih Bad Fai Elv Sol Kit Blo Sol Und Kin Ang Bur Mas Spe Dee Wra Sel Cra Ter Zub Tsa How Hea Mig Fai Dra Pla Ash Inq Rat Gia Vam Mag Dep Jun Bad Yav Sle Kob Wil Sna Sav Nob Tai Mil Sha All Bad Bal Laf Nig Via Pan Mag Pyr Ter
Rk Deck # 30 48 18 32 20 17 19 24 26 58 29 40 37 31 21 36 33 14 7 23 59 12 41 27 10 43 35 44 49 4 46 8 15 22 53 57 28 13 38 6 54 34 55 45 3 47 2 50 9 11 5 39 25 1 42 16 52 51 56
01 Elfball 30 7-4 2-0 12-11 10-4 10-2 3-0 9-3 10-2 0-1 4-7 9-3 2-2 9-3 9-5 9-5 10-3 6-6 20-2 26-7 2-0 37-5 17-6 28-14 25-6 25-6 12-3 0-1 10-2 9-2 16-6 31-2 10-1 21-2 2-3 13-2 17-4 21-1 0-1 1-0 12-1 4-0 21-3 4-0 37-4 31-2 2-0 43-1 29-13 51-2 14-1 34-0 2-0 20-2 22-2 12-0 3-0 11-0 23-0 11-0
02 Treefolk 48 20-21 18-14 13-12 6-6 9-6 9-2 17-14 32-19 11-2 3-0 14-8 20-2 24-8 16-17 18-5 10-2 18-5 30-1 19-5 41-3 2-0 19-3 1-1 18-5 27-4 12-1 19-6 10-2 11-1 22-3 49-5 12-1 22-0 18-3 3-0 12-1 10-1 11-1 21-1 21-3 5-6 11-2 11-1 2-0 1-0 13-0 3-0 8-4 22-2 2-0 22-1 29-2 40-2 24-0 39-3 21-2 8-4 12-0 20-1
03 Justice 18 7-7 9-8 18-15 12-10 8-14 14-9 13-12 13-10 6-6 9-3 9-6 11-1 6-5 1-1 9-4 19-7 6-6 12-2 8-5 11-1 19-3 7-4 6-5 27-7 8-4 28-4 32-3 10-2 1-0 28-5 27-4 9-5 34-7 16-1 28-4 17-4 21-1 15-7 36-15 19-3 1-2 14-0 39-4 47-5 17-4 29-3 18-5 16-7 20-2 1-1 11-0 29-3 10-1 50-4 33-8 1-0 9-2 23-1 4-0
04 Jihad 32 12-20 5-7 18-16 14-19 17-6 3-9 1-2 8-6 12-12 13-9 3-0 23-8 7-4 19-13 4-0 16-8 2-0 8-4 38-13 14-8 10-1 1-0 15-7 11-3 10-1 19-3 2-0 23-11 2-2 28-4 10-1 1-1 13-0 2-1 22-2 1-0 27-5 33-9 12-0 11-1 4-0 1-0 21-3 14-0 29-4 19-3 19-2 4-0 29-3 10-3 19-4 3-0 31-1 36-5 28-3 11-0 11-2 13-0 10-1
05 Bad Moon 20 6-16 3-0 0-2 9-13 2-0 1-1 0-3 16-5 11-11 3-0 5-0 15-27 15-10 5-6 10-2 0-3 11-10 13-11 23-8 26-5 12-9 20-12 19-4 8-3 2-1 20-4 9-5 8-4 4-2 12-0 17-5 0-2 9-3 29-5 23-11 1-0 9-5 26-8 3-0 16-5 13-10 4-0 39-4 10-1 30-3 13-0 13-1 14-1 26-5 13-1 19-2 14-8 29-4 20-3 21-1 30-2 7-4 23-0 21-2
06 Fairies 17 2-10 4-19 1-1 10-12 22-22 9-12 10-3 11-10 27-24 0-2 16-7 8-14 12-11 10-3 4-7 24-9 6-5 15-8 1-1 49-34 12-11 3-1 14-7 15-9 1-0 24-7 7-4 20-5 7-5 3-0 11-1 1-0 17-7 10-2 26-5 16-7 11-11 15-6 10-3 22-11 1-1 1-0 12-1 24-10 9-2 18-4 20-2 19-3 11-2 17-4 1-1 13-0 8-5 15-0 11-1 21-2 7-5 32-0 42-1
07 Elves 19 7-8 2-11 15-17 14-8 15-8 12-10 12-10 6-7 17-14 9-4 9-3 23-11 9-3 0-3 10-4 2-2 7-6 17-6 16-6 8-3 1-2 6-7 4-7 15-7 2-0 29-5 19-3 11-2 3-0 3-0 11-0 0-1 26-8 19-3 16-8 31-3 21-1 22-0 22-0 0-1 6-6 36-7 17-5 19-2 2-0 2-0 28-5 9-5 1-0 18-3 9-4 13-1 31-10 27-4 36-7 21-2 13-0 3-0 32-0
08 Soldiers 24 6-9 5-7 5-8 14-9 10-11 1-2 21-15 17-15 19-4 7-4 9-2 15-7 1-1 24-18 23-12 9-3 15-9 1-0 1-0 10-2 15-7 14-8 14-7 20-3 22-9 41-13 10-2 22-9 13-11 14-7 15-1 27-8 1-0 30-2 1-0 1-0 30-3 24-9 3-0 2-0 0-1 11-2 1-1 25-6 10-1 19-2 19-3 0-3 37-4 11-2 11-1 1-0 3-0 19-2 2-0 11-0 31-1 25-1 23-1
09 Kithkin 26 1-2 4-20 3-8 2-0 0-1 3-8 0-3 5-7 1-1 9-13 2-0 10-2 8-3 10-4 13-10 1-2 5-6 18-5 1-2 8-3 15-8 8-3 9-3 1-0 8-4 1-0 29-12 12-3 8-5 11-3 9-3 16-7 8-5 11-3 9-2 5-7 9-4 2-1 7-5 18-5 9-2 11-2 1-1 8-4 16-7 1-0 22-3 41-12 30-5 20-5 15-0 11-1 13-2 29-5 28-4 12-0 2-2 9-2 10-3
10 Bloodhall 58 1-4 2-11 5-8 13-19 4-7 15-7 1-1 13-20 11-15 16-9 6-7 17-16 1-1 4-7 23-11 21-14 0-2 16-6 10-4 20-4 8-4 9-4 13-12 10-3 25-10 18-6 8-3 3-0 11-2 31-11 11-10 23-1 28-5 2-0 10-1 10-3 23-20 26-16 11-2 11-1 0-1 18-3 10-3 1-0 17-4 0-1 39-4 15-7 2-0 12-2 7-4 2-0 29-2 11-3 12-0 31-2 8-3 12-0 52-1
11 Soldiers2 29 14-19 9-23 1-4 10-11 8-24 5-6 5-7 0-1 11-11 17-15 24-18 2-10 17-14 2-3 15-9 3-0 8-6 13-2 9-2 13-9 2-1 7-8 0-2 19-13 14-8 1-1 16-6 7-6 19-4 21-13 15-7 10-3 10-3 1-1 7-4 28-23 29-4 16-6 9-4 17-5 1-0 18-4 15-7 12-1 17-5 19-4 16-6 9-3 11-2 19-5 20-3 10-3 18-3 18-4 2-1 30-2 2-0 3-0 22-0
12 Undead Lor 40 4-10 0-1 5-16 2-10 1-2 6-6 8-5 4-8 8-6 1-1 5-6 2-1 8-14 2-3 9-12 6-7 2-1 18-15 5-8 15-7 16-5 21-3 3-8 2-1 10-4 12-1 13-12 8-4 10-4 11-2 18-6 20-1 29-4 16-6 12-0 9-2 31-2 0-1 2-0 21-2 3-9 29-4 2-1 1-0 11-1 2-0 11-1 12-9 2-0 2-0 3-1 24-8 21-2 33-1 11-0 12-0 29-2 3-0 21-0
13 Kinsbaile 37 4-9 8-24 3-10 5-26 10-14 8-13 14-19 11-12 6-5 16-15 5-8 10-2 7-5 7-16 17-14 7-7 12-11 1-0 13-8 9-3 7-5 0-1 0-2 2-1 15-6 15-8 8-3 2-1 10-4 1-1 12-2 13-1 29-2 1-2 1-0 24-7 1-0 3-0 20-11 9-3 2-0 10-2 2-0 13-1 11-1 2-1 13-1 16-7 1-0 35-7 30-2 25-9 22-1 1-0 2-0 37-4 3-0 11-0 39-5
14 Angelism 31 12-12 5-7 5-6 5-7 1-1 6-7 2-1 24-20 13-19 18-16 13-22 21-12 23-10 5-7 13-8 12-10 5-26 16-7 10-13 12-12 2-0 8-5 10-3 16-8 21-21 9-3 2-0 3-1 4-8 13-0 14-8 11-3 40-11 10-4 2-1 7-4 2-11 12-1 17-15 1-0 25-6 5-7 4-1 2-0 17-6 26-5 2-0 1-3 10-2 12-11 15-7 12-20 9-3 7-5 10-3 10-1 8-5 20-1 9-4
15 Burning 21 5-6 6-6 0-1 6-9 11-22 20-34 1-2 23-9 0-1 7-7 2-1 7-6 6-6 2-0 13-15 8-15 0-1 3-8 9-15 6-6 1-1 7-4 14-8 16-9 13-8 12-10 13-9 15-10 9-2 0-1 19-13 2-1 3-0 15-9 27-5 1-1 29-14 8-4 41-1 7-5 10-4 11-2 16-15 23-9 2-1 8-3 26-5 1-2 10-2 15-6 29-3 16-5 16-6 20-3 9-2 8-3 10-1 40-1 38-5
16 Master of 36 10-12 0-4 8-33 2-1 4-8 10-11 6-16 10-12 3-0 11-13 18-15 26-16 7-14 26-26 16-26 1-0 7-6 1-1 6-7 2-1 10-11 2-1 1-3 15-18 25-18 14-8 8-5 13-9 6-5 7-5 6-7 14-8 15-7 12-9 7-4 19-4 16-9 2-0 20-12 29-16 11-0 7-5 17-5 10-4 15-7 21-10 13-8 24-9 12-1 8-3 1-2 47-4 14-9 11-3 4-0 36-6 12-0 22-0 18-4
17 Spectral R 33 5-16 11-33 6-5 2-11 7-6 18-23 7-15 10-13 9-14 0-1 6-7 1-0 16-16 7-6 6-7 3-10 15-16 6-6 26-16 11-11 2-11 1-0 1-0 11-14 15-10 13-10 7-4 27-17 9-3 2-0 10-3 25-26 1-1 7-5 10-5 0-1 7-4 6-6 3-10 17-7 6-6 15-8 10-2 10-3 8-4 17-5 11-3 2-1 9-2 20-2 3-2 8-5 30-5 19-2 3-0 19-2 20-3 12-2 2-1
18 Deep Blue 14 0-1 0-3 3-9 6-5 3-1 10-13 5-19 19-34 0-1 8-15 7-15 9-9 6-6 5-6 1-2 4-7 8-7 17-6 26-26 15-10 18-13 13-9 20-12 17-14 2-1 0-1 9-2 14-10 13-10 11-12 2-0 25-8 9-3 21-11 33-19 10-2 1-0 14-10 8-5 21-12 22-10 7-5 9-3 18-6 14-8 8-3 20-6 14-8 26-5 13-8 26-7 21-11 9-3 18-4 9-4 22-4 2-1 9-3 11-2
19 Wrath 7 2-2 7-5 2-10 7-14 2-10 19-13 1-3 3-1 8-24 11-12 10-12 15-17 3-9 6-6 21-11 15-7 0-1 4-7 2-0 12-11 24-19 2-2 2-13 11-20 4-0 1-3 25-8 9-12 8-3 8-14 28-18 38-24 15-7 19-12 12-3 8-5 21-13 6-6 21-11 21-12 2-0 4-0 35-9 10-3 6-6 14-10 7-4 4-0 1-0 27-8 26-6 2-0 16-6 1-0 14-0 27-6 2-0 25-0 11-0
20 Selesnya 23 6-26 0-2 5-16 7-17 3-10 6-6 1-1 1-4 6-6 8-15 6-5 2-10 14-17 6-5 0-1 8-4 7-14 11-13 20-12 12-9 9-4 8-4 10-22 7-6 1-0 6-5 21-21 6-6 7-4 7-4 3-1 7-4 21-10 28-15 6-10 8-6 10-7 17-7 12-10 1-1 2-2 8-4 20-5 26-6 18-3 1-0 9-3 11-4 12-0 23-1 9-3 28-5 3-0 4-0 1-0 9-2 20-2 11-1 14-1
21 Craven Gia 59 5-18 4-38 5-28 1-12 10-12 16-19 3-19 9-12 0-1 16-15 1-1 8-14 4-7 6-15 16-28 24-22 3-0 3-0 20-31 7-6 5-7 9-4 17-8 9-12 9-6 7-5 10-4 1-1 14-8 19-13 13-9 19-4 10-12 29-13 18-3 15-6 41-2 10-2 19-4 11-1 11-10 9-2 17-7 14-8 0-2 29-24 17-5 23-11 8-5 13-9 10-3 2-0 32-11 11-2 8-4 10-2 23-1 26-0 14-0
22 Terror 12 3-8 2-19 9-22 1-2 6-18 2-11 3-9 14-8 7-5 10-13 2-1 1-3 25-17 7-4 15-11 3-10 10-11 6-6 7-5 0-1 7-5 15-16 12-10 6-18 9-3 5-8 9-4 0-3 17-6 8-4 8-4 22-10 29-24 39-23 6-5 10-4 0-2 11-4 11-1 10-2 0-1 30-12 1-1 28-15 2-0 3-0 1-0 22-1 31-4 11-2 21-2 10-2 24-8 7-4 26-6 1-0 2-0 1-1 10-1
23 Zuberi's F 41 0-3 10-2 11-12 18-16 4-18 2-10 1-1 6-7 14-38 13-11 8-24 13-1 9-14 14-30 13-9 7-8 6-15 9-13 8-3 1-2 2-0 12-23 14-17 1-0 17-6 40-11 8-5 2-2 11-12 22-10 10-4 40-12 5-6 19-2 2-9 3-10 13-11 1-2 1-1 7-6 9-2 7-4 8-4 11-2 2-1 16-5 8-4 12-10 9-3 5-0 5-0 13-8 14-7 9-3 10-2 22-1 25-6 2-0 52-1
24 Tsabo 27 4-19 4-38 1-1 12-19 16-17 3-9 11-22 4-8 12-11 19-25 29-42 4-9 5-7 1-3 11-12 0-2 10-12 1-0 22-21 6-5 4-7 13-12 4-8 5-7 1-2 11-11 1-2 13-9 7-6 14-20 9-4 3-0 5-6 9-12 3-1 23-19 10-4 32-12 10-3 15-7 8-4 4-0 9-2 2-2 21-3 11-1 12-10 29-22 1-0 15-8 3-1 11-3 17-5 1-1 9-4 20-3 10-3 21-1 22-1
25 Howlins 10 5-7 4-18 2-9 2-19 0-2 4-7 5-19 3-9 4-8 16-6 8-13 6-6 15-18 1-1 9-13 10-22 11-11 18-6 18-35 12-14 8-5 6-6 24-18 11-10 14-10 11-11 18-4 6-5 0-1 16-8 21-11 1-1 11-3 8-4 26-5 13-8 1-0 6-9 19-5 7-6 0-2 1-1 8-5 9-3 10-2 4-0 24-8 1-1 8-3 8-3 21-3 29-4 10-1 2-0 10-2 11-2 23-0 12-0 11-1
26 Heartmende 43 0-11 4-29 3-9 2-10 6-17 0-1 7-16 0-1 0-1 8-33 3-12 0-1 0-1 0-4 6-5 3-1 4-9 9-5 18-26 6-6 1-2 3-2 1-2 1-2 0-2 15-16 3-12 24-20 26-16 7-7 13-8 5-9 2-1 11-10 8-4 13-1 7-6 29-14 1-0 22-11 0-5 14-8 2-1 5-6 12-1 21-5 19-4 17-7 10-2 12-10 20-4 20-1 10-4 26-6 30-14 8-3 14-0 13-0 38-3
27 Might Sliv 35 3-12 7-7 8-15 2-10 9-13 12-11 11-21 1-12 1-3 16-20 10-12 11-22 4-0 9-14 9-13 11-5 16-16 1-0 6-18 14-20 0-1 5-6 10-4 6-7 6-5 15-8 12-11 20-11 19-14 3-1 1-1 7-4 3-8 14-8 7-5 10-2 8-4 8-5 5-6 15-6 5-7 1-0 10-3 13-8 34-9 9-5 14-9 7-4 10-3 1-3 16-5 7-4 25-6 19-14 14-7 9-3 0-1 2-0 49-3
28 Fairie Arc 44 0-2 6-28 9-25 4-9 8-14 7-24 5-7 6-16 4-8 3-9 1-2 15-8 3-8 3-11 6-6 12-9 7-39 6-7 7-6 0-2 29-23 16-15 6-8 7-5 18-24 2-20 13-10 10-11 1-2 5-8 7-17 5-9 11-12 8-4 4-9 10-3 9-13 11-0 22-10 18-7 13-12 6-8 19-2 8-4 7-4 1-0 1-0 6-6 15-6 2-0 13-3 11-0 36-7 9-3 7-4 27-8 30-4 21-1 28-4
29 Dragon 49 4-19 1-3 0-1 1-1 5-16 8-14 5-6 0-4 7-7 1-0 1-1 8-24 2-2 6-9 4-19 12-19 2-12 9-12 1-1 5-6 8-14 8-13 9-5 4-11 22-24 9-4 4-1 12-19 8-5 22-20 5-9 13-11 0-3 2-1 22-10 1-2 15-6 16-16 1-1 6-7 17-4 15-9 24-18 2-0 50-22 1-0 10-2 6-6 3-0 19-6 23-8 2-0 7-5 9-3 1-1 19-3 12-1 23-1 29-4
30 Plateau 4 4-27 1-15 5-18 2-32 1-21 3-29 2-9 6-36 6-18 2-9 6-26 4-10 7-5 13-49 8-17 9-23 7-17 20-24 16-5 4-10 3-10 7-15 8-14 16-26 15-11 9-13 14-28 5-19 5-8 12-9 3-10 3-8 20-22 5-7 17-15 13-18 5-6 10-1 12-2 35-17 37-16 19-3 33-14 55-19 12-3 16-7 29-3 6-6 20-4 9-2 17-4 25-7 9-2 9-4 28-4 12-1 24-8 29-2 20-3
31 Ashenmoor 46 6-27 0-24 0-12 0-21 3-8 7-34 3-8 0-3 3-8 7-14 1-1 1-3 2-3 2-1 5-9 1-1 11-21 7-14 1-11 13-22 7-4 12-11 4-10 19-23 7-5 1-2 3-10 12-10 2-1 9-14 6-5 15-8 7-4 9-16 11-3 10-11 9-4 9-3 10-5 31-11 5-8 13-9 21-11 1-1 19-14 11-6 12-10 19-13 33-10 1-3 10-3 21-10 12-3 10-3 13-10 2-1 20-3 4-0 18-4
32 Inquisitor 8 1-1 1-12 9-13 6-17 5-19 0-4 2-1 0-2 6-17 4-8 3-8 3-18 5-7 17-14 1-3 2-0 13-9 13-19 6-17 7-7 14-9 4-9 13-10 9-14 1-10 8-4 6-9 4-10 2-3 13-8 3-0 18-14 1-2 16-7 4-9 15-6 11-12 6-5 19-2 8-4 10-2 1-2 11-2 17-6 5-6 25-9 1-0 8-5 0-1 1-3 7-5 14-7 1-1 2-0 19-3 29-2 32-10 2-0 17-4
33 Rats! 15 2-12 5-46 3-19 0-3 0-1 3-8 8-14 2-0 8-26 8-13 1-1 1-13 3-10 0-1 3-11 0-4 14-41 5-17 6-16 0-1 4-8 16-6 0-2 20-22 0-2 1-1 17-14 7-15 12-12 1-1 4-18 1-0 1-2 1-2 10-14 20-13 23-9 15-9 4-1 14-9 2-9 9-3 14-8 1-1 12-10 13-8 15-6 12-3 0-1 17-6 14-0 5-1 0-1 6-5 10-2 4-0 11-3 20-1 26-6
34 Giants! 22 0-2 0-14 1-0 3-19 0-21 11-31 0-3 0-13 6-15 7-16 3-11 0-1 0-3 1-1 4-7 1-1 3-20 0-1 8-5 6-5 11-21 3-9 5-8 1-10 1-2 4-8 8-15 20-14 14-19 6-15 15-8 4-7 20-23 8-6 3-9 3-2 2-0 18-23 3-0 1-1 6-8 2-0 20-25 3-1 13-9 23-10 25-8 26-16 25-10 12-1 26-6 10-2 9-3 17-6 12-0 3-0 7-5 12-1 18-7
35 Vampires 53 1-20 1-12 2-19 0-2 4-8 7-14 0-15 0-2 1-13 3-21 2-12 0-2 2-10 1-2 1-10 1-12 2-12 9-34 2-11 7-15 12-13 7-5 0-1 7-11 7-17 5-17 1-3 19-14 5-16 14-18 1-2 8-3 2-0 14-18 16-16 5-8 14-17 1-0 21-11 1-2 11-0 24-7 12-9 0-4 9-3 11-11 0-4 4-1 2-2 9-3 25-7 19-6 15-8 4-0 20-13 2-1 31-3 15-0 18-4
36 Magus Coff 57 1-14 1-23 1-20 3-20 8-35 0-1 2-9 2-9 19-42 2-29 2-12 2-9 3-11 6-16 7-15 4-20 1-1 5-6 2-11 12-22 14-17 4-10 28-15 5-18 0-4 0-14 0-1 0-1 10-13 4-8 1-1 7-16 9-5 0-2 7-5 19-24 5-8 11-10 3-9 2-2 12-0 10-3 1-1 2-1 4-7 1-1 11-4 15-21 20-1 1-0 31-11 2-9 42-19 10-3 14-8 10-3 15-6 2-0 2-0
37 Depletion 28 3-20 2-20 1-1 0-2 3-10 5-8 7-24 1-1 0-3 0-3 0-4 0-12 2-1 11-2 4-30 11-21 9-12 13-26 0-2 6-15 6-9 5-16 21-12 5-7 3-19 9-13 41-33 9-13 1-0 16-20 7-16 1-0 11-10 8-5 4-7 27-15 14-8 5-8 8-15 2-4 18-3 27-15 10-12 8-4 6-6 9-3 20-21 1-2 2-0 31-21 5-9 13-28 10-2 9-3 2-0 12-1 4-7 3-1 5-6
38 Jungle 13 1-2 4-27 3-11 9-23 3-19 1-23 1-1 10-11 7-14 4-9 4-7 2-11 0-1 6-19 5-17 7-25 1-10 12-20 19-34 8-16 5-6 0-5 0-1 15-17 17-16 4-10 6-5 0-1 8-13 9-13 8-14 8-4 2-0 11-13 7-6 5-17 1-4 1-1 12-1 18-15 2-1 7-4 15-17 5-9 24-28 3-11 1-0 17-5 13-9 15-7 8-4 7-4 10-11 1-1 8-4 17-6 20-2 11-2 12-2
39 Bad Dreams 38 12-31 5-17 10-22 5-8 12-19 12-9 2-3 10-11 0-12 4-17 11-12 2-21 2-2 12-2 1-11 5-7 11-2 2-1 0-1 1-2 13-20 11-26 2-1 9-12 2-20 3-9 21-12 17-14 7-14 4-10 9-12 2-2 6-5 7-4 7-6 23-9 25-9 4-12 6-8 11-3 22-1 9-12 9-12 22-10 3-1 3-1 9-5 22-1 1-2 16-15 9-13 0-2 0-2 9-3 7-5 26-8 26-16 12-12 12-1
40 Yavimaya 6 4-38 3-23 1-2 2-10 4-18 4-7 2-9 2-10 2-0 3-8 6-18 3-8 3-10 6-16 7-6 0-2 0-11 2-2 4-7 9-23 8-16 2-11 0-1 10-21 10-12 0-2 5-9 0-2 1-2 1-1 1-0 18-23 2-11 9-2 9-22 13-19 12-11 8-7 0-4 11-11 5-7 1-2 8-7 16-6 7-4 19-4 1-1 1-2 6-7 11-5 0-2 13-8 8-3 2-1 3-0 28-4 10-2 26-5 2-0
41 Sleeper Ag 54 1-1 7-16 12-33 0-3 2-1 0-11 9-12 1-1 4-29 11-1 2-12 7-7 3-11 1-0 9-15 4-18 6-7 1-3 1-1 2-1 1-11 5-8 1-11 5-8 4-10 9-2 2-2 9-13 5-8 5-19 3-0 6-17 8-16 2-4 2-21 0-3 0-2 9-6 0-3 2-0 11-13 5-8 6-6 22-13 0-2 17-14 5-8 4-40 6-16 7-4 0-2 1-12 2-0 3-9 14-8 8-17 1-2 3-10 31-12
42 Kobold Ove 34 8-24 0-11 3-32 4-17 0-1 4-7 2-32 1-11 0-2 1-10 3-9 1-11 5-17 16-19 5-28 0-2 4-7 4-7 0-2 3-10 1-10 4-17 17-16 8-17 8-15 7-5 6-17 14-19 5-16 2-10 5-9 1-0 7-9 1-1 4-7 12-10 0-2 2-3 7-5 22-21 7-5 2-2 14-19 5-8 16-5 4-8 18-13 5-6 13-9 9-5 22-13 19-3 6-6 9-5 26-16 4-0 4-11 2-0 22-2
43 Wild Jhova 55 2-12 0-4 2-19 1-21 5-27 1-11 2-31 1-3 4-9 5-8 6-27 3-19 3-8 2-20 5-17 12-25 4-18 5-17 0-3 4-19 0-2 1-2 3-11 6-16 1-2 0-3 5-6 1-3 8-4 0-2 9-33 6-5 0-1 10-13 1-2 6-7 16-7 0-2 15-7 10-21 8-14 17-15 17-16 6-6 8-5 4-7 9-3 7-6 14-8 26-26 4-1 20-5 14-9 24-20 2-0 10-12 10-2 9-4 4-0
44 Snake Sham 45 3-19 1-30 2-11 1-3 5-18 5-8 3-8 2-10 4-10 0-3 5-16 4-17 0-12 2-10 0-3 4-39 7-24 2-11 0-2 4-8 16-17 0-4 0-2 6-8 4-10 11-20 5-8 7-25 2-1 10-32 6-6 1-1 9-13 3-9 11-11 11-22 8-15 0-2 4-8 3-9 1-2 1-1 8-4 5-6 5-6 12-11 6-6 5-8 6-6 8-3 3-0 1-3 11-12 10-5 7-6 26-25 15-8 9-2 2-0
45 Savannah 3 4-27 2-21 3-19 3-20 1-13 10-24 3-21 3-41 5-27 1-10 3-39 2-20 3-18 12-29 8-34 13-30 9-22 4-17 9-13 4-17 2-19 13-18 7-17 2-10 3-8 9-25 8-14 3-21 6-16 4-21 6-16 10-24 6-6 19-25 13-30 11-20 16-25 10-4 15-7 17-25 9-3 14-8 18-15 9-12 37-24 20-16 15-17 32-14 19-12 5-7 7-6 12-10 17-5 10-12 18-15 16-7 11-4 48-6 24-8
46 Noble Pant 47 1-10 0-3 5-16 5-18 1-21 1-12 3-10 7-18 2-10 10-14 9-22 4-9 4-10 0-1 2-13 0-2 3-9 5-7 12-20 0-1 18-16 8-25 6-16 3-10 7-8 10-33 4-8 1-3 25-19 7-16 1-2 4-7 16-29 2-10 11-21 10-13 1-4 3-0 21-11 9-12 7-16 9-3 12-11 6-9 10-12 11-12 0-1 27-15 2-0 5-6 13-3 12-1 8-5 12-9 2-1 7-5 26-8 17-5 19-3
47 Taiga 2 2-10 2-31 2-40 5-30 2-29 3-38 1-23 4-38 4-19 3-18 2-22 1-12 2-20 4-17 4-17 8-24 3-23 16-25 12-20 7-15 8-23 7-35 7-24 8-14 2-12 4-8 6-17 5-19 15-38 10-31 9-22 7-17 9-14 6-16 12-29 4-19 4-7 9-12 6-5 17-16 33-18 6-15 22-13 15-18 21-20 15-8 9-3 33-29 21-10 14-9 27-15 13-8 13-9 7-5 12-10 38-16 27-6 20-2 34-19
48 Millage 50 9-13 4-7 11-22 1-1 7-26 3-12 3-8 2-1 8-25 5-10 10-23 2-14 12-20 12-3 3-10 7-17 2-10 15-22 3-8 13-9 15-26 0-4 18-24 6-10 2-12 11-21 4-9 15-18 2-10 2-12 25-26 16-16 3-2 5-1 10-22 7-8 7-7 12-20 5-7 6-5 21-0 1-0 7-14 17-14 5-8 14-9 2-2 11-2 4-9 6-8 6-15 0-15 12-3 10-12 13-9 22-9 5-8 17-18 7-7
49 Shatter 9 1-21 2-31 1-1 1-13 2-24 2-2 2-50 2-19 2-29 1-10 0-12 2-30 0-3 1-12 3-10 4-18 0-11 3-9 2-11 0-4 0-1 1-2 1-3 6-35 9-23 3-19 2-11 4-19 0-1 7-18 1-12 2-11 2-9 5-16 8-23 2-9 19-24 9-13 15-9 10-13 15-8 0-2 8-14 0-3 7-16 8-16 12-11 11-2 1-0 8-5 12-3 1-0 1-0 5-7 6-5 15-17 1-0 11-0 8-3
50 Alliance 11 0-11 6-28 5-27 1-1 3-10 0-2 0-21 3-19 5-7 3-11 0-1 2-10 6-37 1-2 2-10 3-10 6-37 2-10 11-20 6-16 12-16 8-14 4-20 2-0 6-6 0-1 1-1 0-1 5-8 2-10 10-42 17-27 0-4 4-7 8-26 7-5 1-0 11-10 11-12 0-1 1-0 1-0 2-0 3-9 6-7 8-13 7-8 2-9 10-21 14-9 7-5 4-0 11-11 18-44 16-17 10-3 24-9 11-1 1-1
51 Badlands 5 1-12 0-2 1-13 2-11 2-20 2-32 0-3 7-27 4-8 0-12 1-20 2-10 4-27 13-23 3-18 5-9 1-0 0-4 2-2 8-35 3-28 4-17 3-10 3-9 2-9 3-11 6-16 7-7 7-15 5-18 2-10 0-2 1-10 2-13 11-32 14-19 2-2 14-17 9-3 0-2 1-2 4-8 6-15 0-1 6-5 4-17 7-19 1-0 8-4 1-0 4-1 7-5 12-11 10-12 24-18 28-13 11-3 7-4 26-6
52 Ball Light 39 2-29 1-12 1-22 2-20 4-19 2-10 0-12 6-28 5-9 2-13 0-14 2-10 0-2 32-21 2-11 0-2 6-5 1-2 2-21 2-10 0-1 11-22 14-19 4-17 1-10 3-10 5-7 8-25 4-18 9-44 1-1 13-22 1-3 3-11 6-26 25-7 10-2 4-11 1-0 6-25 20-1 1-2 4-17 11-11 6-6 7-14 1-0 10-1 3-9 2-2 15-17 1-1 11-11 16-15 3-10 8-5 19-2 1-0 8-6
53 Lafiel 25 0-23 1-20 0-3 3-9 0-12 7-14 5-36 4-30 0-32 3-29 7-45 2-9 1-0 1-5 4-21 0-1 7-44 0-1 6-25 8-13 14-39 1-10 0-2 13-30 1-1 1-2 8-26 1-2 2-10 5-17 1-1 9-12 9-24 9-13 9-23 2-23 6-17 2-9 21-31 12-12 8-5 1-2 1-1 3-8 9-14 12-22 8-4 4-11 13-19 6-5 17-16 15-20 18-15 9-16 2-3 2-0 9-5 5-0 15-6
54 Nightmare 1 2-51 0-13 3-29 0-23 2-10 3-48 3-18 3-51 10-52 2-71 7-24 0-13 3-10 4-19 3-9 2-19 2-20 4-28 5-19 3-18 0-12 3-20 9-14 7-35 2-9 5-18 10-31 10-34 4-18 10-15 3-18 17-34 6-27 6-10 6-27 4-8 1-13 13-29 10-13 11-22 9-4 7-26 7-16 10-21 8-5 11-11 18-15 18-13 11-13 5-7 25-17 7-5 17-25 12-12 4-8 25-7 13-8 20-1 34-8
55 Viashino W 42 3-20 2-10 1-20 1-2 0-21 0-3 3-30 3-20 1-33 0-1 2-21 5-27 2-31 2-9 4-27 6-27 1-12 9-33 4-19 2-11 4-7 2-50 1-14 3-9 1-12 1-2 7-8 2-10 7-15 8-24 0-3 2-2 1-1 11-44 6-17 12-21 5-7 14-30 1-0 3-10 10-4 1-10 2-10 11-14 8-4 1-1 2-11 29-25 7-6 31-34 2-0 1-0 4-8 6-5 10-12 6-7 19-2 10-3 14-8
56 Panda Hive 16 0-11 0-2 1-20 0-21 0-2 0-11 1-33 6-46 0-23 6-38 0-12 0-25 3-10 0-1 3-10 0-21 3-22 0-24 0-11 1-11 7-37 0-1 3-39 3-19 0-2 5-27 1-10 1-11 1-3 6-35 3-12 0-3 4-21 5-9 1-2 6-15 0-2 7-7 4-20 2-21 6-7 5-16 5-7 8-15 7-8 1-20 4-8 6-28 10-13 9-4 6-8 7-4 4-9 10-32 1-3 8-5 14-8 24-8 2-0
57 Magnivore 52 1-12 2-39 2-3 0-13 2-11 0-3 4-27 3-19 1-1 2-50 1-1 1-10 2-20 6-28 1-1 1-21 2-20 5-18 6-37 5-37 0-13 0-2 2-11 10-12 3-20 4-28 5-6 5-18 0-1 1-10 2-23 9-24 7-27 10-21 9-15 1-2 11-22 3-18 12-10 8-18 7-8 1-5 3-9 2-11 2-9 0-11 5-17 3-1 21-22 1-1 2-11 0-1 14-18 1-1 3-22 4-7 2-1 8-26 5-6
58 Pyromancer 51 1-40 0-13 1-32 0-13 0-42 0-21 0-2 1-40 0-2 2-50 0-2 0-2 1-22 8-47 2-51 0-2 2-10 1-2 0-3 3-28 2-30 0-14 0-1 1-34 2-40 0-13 0-3 1-21 1-30 2-31 1-13 0-3 3-40 0-14 0-13 1-32 2-10 3-11 20-12 2-9 19-12 1-14 0-21 0-1 5-18 4-19 1-3 8-4 2-20 2-22 9-3 26-5 3-9 0-1 1-2 8-35 9-3 5-9 9-13
59 Terravore 56 0-3 0-4 2-49 2-20 0-13 3-31 0-3 2-30 0-12 0-41 0-1 0-31 6-27 3-8 1-23 3-41 7-24 1-23 0-13 0-3 0-12 2-30 0-4 5-7 0-61 0-3 1-2 3-8 1-12 4-18 0-13 2-31 2-9 4-18 4-20 1-1 0-2 3-8 1-12 9-24 6-7 5-18 0-2 2-29 1-12 0-3 0-2 16-9 1-11 2-11 3-8 1-0 5-17 5-7 1-10 0-1 2-1 15-6 1-2
Re: AI Deck Comparison
Where is the evil grin smiley? ho, there it is!Psyringe wrote:As can be seen, we have a new champion. The crown has been passed from Treefolk to Elfball, congratulations.
Seriously though, I don't understand why Elfball has better results when playing second with such a huge margin. My assumption is that Elball tricks the opposing AI into not attacking because of the huge number of token it can produce, until it can break the stalemate with an alpha-strike.
I knew that sooner or later, I would have to include your gauntlet mode into my wagic, guess it's time if I want to understand the "issue" here...
Re: AI Deck Comparison
...and it's well deserved.Niegen wrote:Where is the evil grin smiley? ho, there it is!
I think it's a statistical fluke. The difference isn't that large (Elfball won 90% of matches when playing first, and 96% when playing second), and Elfball lost very few matches at all. If you look at those matches, then you'll see that most of those are the matches which consist of only one or two games, so these have a very high error margin. It's not unexpected that these matches are distributed somewhat unevenly between "home" and "away" matches, simply because of the random factors involved. Elfball simply hasn't lost enough matches to expect a more even distribution, and the few matches that it lost, were lost due to bad luck and not due to the opponent being stronger (in the latter case, we'd expect Elfball to have problems in both "home" and "away" matches, so the distribution would be somewhat more even, but the raw data supports the former explanation much better). At least that's my theory.Niegen wrote:Seriously though, I don't understand why Elfball has better results when playing second with such a huge margin. My assumption is that Elball tricks the opposing AI into not attacking because of the huge number of token it can produce, until it can break the stalemate with an alpha-strike.
My "mod" (or whatever to call it) also allows to choose two AI decks to play against each other, I found that very valuable in my tests. Any feedback for these features is very welcome.Niegen wrote:I knew that sooner or later, I would have to include your gauntlet mode into my wagic, guess it's time if I want to understand the "issue" here...
(Also, AI deck builders might be interested to hear that the "cheat mode", which makes deck building a bit easier by giving you a full collection and by not removing cards from decks if you don't have enough of them, has been included into SVN now. Again, feedback and/or suggestions for more features are very welcome. My goal with this mode is to make the creation of new AI decks as comfortable as I can, so that hopefully many people do create and submit such decks.)
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Re: AI Deck Comparison
Interesting thread. It does seem that green decks are usually quite strong, because they mostly rely on strong creatures and are the easiest for the AI to handle.
On another note, could you please tell me which rev this corresponds to?
Thanks!
On another note, could you please tell me which rev this corresponds to?
Also, which code is responsible for the AI deciding on how to choose the blockers/attackers?I will continue with this analysis, but since the AI has improved by now (we made an important fix to blocker assignment)...
Thanks!
Re: AI Deck Comparison
Release r1228.furiousone wrote:could you please tell me which rev this corresponds to?I will continue with this analysis, but since the AI has improved by now (we made an important fix to blocker assignment)...
It should be somewhere in AiPlayer.cpp, but I don't know (yet) where exactly.furiousone wrote:Also, which code is responsible for the AI deciding on how to choose the blockers/attackers?