Data updated

The Network

Two players are linked if they played a map on the same team. Since 2021 that makes one web of 1,140 players and 4,691 teammate pairs. See who sits at its centre, or trace the chain between any two players.

Era

Connect two players

From
To

Closest to everyone

Showing Era1,140 players, all seasons
Top 25 of 1,140
# Player Hops Max Wtd Series Tm Teams
1 Demon1↗ 3.60 6 5.55 248 24 Evil GeniusesENVYNRG+3
2 Rossy↗ 3.68 7 5.66 184 19 ENVYT1LEVIATÁN+1
3 yay↗ 3.73 7 5.69 324 22 OpTic GamingEvil GeniusesENVY+3
4 Zellsis↗ 3.75 6 5.81 492 27 SentinelsCloud9Version1
5 C0M↗ 3.78 7 5.75 413 22 LEVIATÁNEvil GeniusesFURIA
6 Marved↗ 3.80 7 5.79 304 19 OpTic GamingENVYSentinels+2
7 zekken↗ 3.84 7 5.70 520 17 SentinelsXSETMIBR
8 keznit↗ 3.84 7 5.85 496 23 KRÜ EsportsENVYWygers Argentina
9 crashies↗ 3.85 7 5.82 620 19 FNATICOpTic GamingNRG+1
10 tex↗ 3.87 7 5.84 348 17 LEVIATÁNMIBRNRG
11 kiNgg↗ 3.88 7 5.96 548 21 LEVIATÁNAustrals
12 Xeppaa↗ 3.88 6 6.07 368 18 Cloud9
13 Victor↗ 3.91 7 5.92 400 14 OpTic GamingNRGENVY+1
14 GLYPH↗ 3.92 6 6.03 100 8 Gentle MatesENVY
15 stax↗ 3.93 8 6.01 629 19 KIWOOM DRXT1Vision Strikers
16 Ethan↗ 3.94 7 5.91 561 27 NRGEvil Geniuses100 Thieves
17 Governor↗ 3.96 7 6.14 128 14 TALONApeksKRÜ Esports
18 ban↗ 3.97 7 6.03 228 18 TALONT1Knights+1
19 aspas↗ 3.98 7 5.85 544 20 LOUDMIBRLEVIATÁN+1
20 Sayaplayer↗ 3.98 7 6.00 249 13 T1The Guard
21 Deryeon↗ 3.98 7 6.15 148 18 BLEEDWolves EsportsGlobal Esports
22 Less↗ 3.99 7 5.93 452 22 LOUDTeam VitalityKRÜ Esports+1
23 pANcada↗ 3.99 7 6.01 260 18 LOUDSentinelsStars Horizon
24 N4RRATE↗ 3.99 7 6.02 296 15 Karmine CorpSentinels
25 penny↗ 3.99 7 6.26 160 24 Version1Cloud9Apeks+2

How the network is built

Two players are linked if they played the same map on the same team. Sharing an org isn't enough: two players at the same team five years apart never actually played together, and counting them as linked would reward passing through a storied roster.

  • Hops. The average number of links from a player to everyone else in the network, which is the Bacon number idea averaged rather than measured to one target. The scene averages 5.24; Demon1 is the lowest at 3.60.
  • Breadth beats volume. The players with the most teammates are rarely the most central, because a long career in one region builds a big but tightly packed circle. One stint abroad is worth more than years of new faces at home.
  • Max. The distance to the single furthest player. It sounds like the better measure but it can't rank anyone: across 1,140 players it takes only six values, so most of the table ties. It's also decided entirely by whoever is most remote, so one obscure roster can move it. The ranking uses the average, which is measured against everyone and so can't be swung by one straggler.
  • Wtd. The same calculation with links weighted by how many series a pair played together, so a four-year duo counts as closer than two players who shared one map. It barely changes the order, which is the point: the ranking doesn't depend on picking a weighting.
  • Eras. The '23+ view is a separate graph, not a filter: dropping a player's later teams changes everyone's distances, not just theirs. 2023 is the split because franchising stitched the scene together in one offseason. There is no 2021-22 view because that graph barely holds together: its largest group contains only 26% of the era's players, so "closest to everyone" would mean closest to a quarter of them. In the '23+ window it's 94%.
  • Who's missing. 87 players sit outside the main web, in 15 islands. 14 are a single team's roster whose players never played a map for any other team in the data; the largest, 16 players across 4 teams (FULL SENSE, Made in Thailand, NG.Black, Sharper Esports), is held together by players who moved between those teams, none of whom ever shared a map with anyone in the main web. With no path to anyone here, they're left out of the ranking.