Champions Players Comparison: Last Lan Stats

This thread ranks current champions players by their performance at the last International LAN they attended (Last LAN ACS) or (LLACS).
The ACS listed is lifetime ACS from VLR for a minnimum opponent rating of 1550.
LLAN# is their individual ranking on the ACS charts at the last LAN (M2=masters 2, M3=masters 3).
LLMatch and LLMaps are the number of matches and maps they played during that lan respectively. SOS is the Strength of Schedule (Average placement of teams they faced) for example in masters 2, Patiphan played Vks(5.5), CR (9.5), and FNC(2) for an average SOS of 6.
Placement ties are treated as halfway between the top and bottom (9-12 ties are mathematically all 10.5).
You CANNOT compare SOS between masters 2 and 3 so I made an adjusted (SOSa). If you want to see how I calculated it I will include it at the bottom.
Also Lakia's stats are from Masters 2 with Nuturn since he only played 1 map at masters 3.

Num Name    Team    ACS LLACS   LLAN #  LLMatch LLMaps  LLSOS   LLSOSa
1   heat    KS  248.4   280.3   (1st M3)    3   6   7.67    0.444
2   yay     NV  240.4   280.2   (2nd M3)    5   11  7.20    0.413
3   TenZ    Sen 269.7   269.5    (3rd M3)   5   12  6.00    0.333
4   cNed    Ace 262.2   267.8    (4th M3)   4   10  7.75    0.450
5   nAts    Gmb 230.8   265.9    (5th M3)   6   15  6.08    0.339
6   ScreaM  TL  267.8   265.0   (2nd M2)    4   9   5.13    0.375
7   Derke   Fnc 254.6   260.4   (3rd M2)    7   16  4.21    0.292
8   Patiph  X10 249.4   246.6   (4th M2)    3   6   5.67    0.424
9   murizzz KS  215.3   239.0   (9th M3)    3   6   7.67    0.444
10  BuZz    VS  239.9   238.1   (10th M3)   3   7   7.33    0.422
11  foxz    X10 220.3   235.6   (7th M2)    3   6   5.67    0.424
12  Lakia   VS  216.7   231.5   (9th M2)    4   11  4.50    0.318
13  Sacy    Vks 249.4   230.4    (11th M2)  3   6   4.17    0.288
14  Jamppi  TL  224.9   229.4   (12th M2)   4   9   5.13    0.375
15  keznit  KRU 270.1   227.0   (14th M3)   4   9   7.63    0.442
16  zeek    Ace 230.8   225.7   (15th M3)   4   10  7.75    0.450
17  Chroni  Gmb 225.2   222.9   (16th M3)   6   15  6.08    0.339
18  d3ffo   Gmb 219.0   220.4   (18th M3)   6   15  6.08    0.339
19  SicK    Sen 226.4   220.3   (19th M3)   5   12  6.00    0.333
20  L1NK    TL  188.3   218.7   (15th M2)   4   9   5.13    0.375
21  crash   NV  210.7   218.2   (20th M3)   5   11  7.20    0.413
22  Sheydos Gmb 232.2   212.5   (23rd M3)   6   15  6.08    0.339
23  ShahZaM Sen 215.0   212.3   (24th M3)   5   12  6.00    0.333

For Last LAN Strength of Schedule Adjusted (LLSOSa) the formula is as follows (LLSOS - 1)/(# Teams at event -1). This basically normalizes the placement to the number of teams at the event. For instance playing against the average in masters 2 of SOS=5.5 or the average in masters 3 SOS=8.5 gives the same SOSa of 0.5. SOS is not a super valuable stat but it does let you know if a player beat up bad teams for stat padding and things like that. The format for masters 3 is Incredibly bad for strength of schedule comparisons. There are far too many ties and far too few cross play games between groups.

I am going to make another thread discussing strength of schedule for Masters 2 and 3 but some early eye catchers: Sacy (M2), Derke (M2), and TenZ (M3) had good stats despite facing tough opposition while Patiphan (M2), cNed (M3), and heat (M3) did well but against weaker on average teams. (Placement is not an end all be all of a good team so SOS can only take you so far)

I'm too dumb to understand what's going on here, but its very cool!
Thanks man!

Some players from Plat Chats top 20 that I didn't include:
(Name: All time ACS,| Berlin ACS)
Victor: 228|203
starxo: 212|182
stax: 214|177
Marved: 206|196
MaKo: 220|205
And I definitely think it is some recency bias that some of them were included in Plat Chat's Top 20 and that some players like crashies and chronicle are so high.

This was a really sick post honestly thank you for this

super interesting to look at even if i dont follow all of it thank you!!