PCM.daily banner
21-12-2024 16:13
PCM.daily
Users Online
· Guests Online: 38

· Members Online: 0

· Total Members: 162,191
· Newest Member: Felipeanott
View Thread
PCM.daily » PCM.daily's Management Game » [Man-Game] Discussion
 Print Thread
Slightly Mathematical PCT Preview 2020
Ad Bot
Posted on 21-12-2024 16:13
Bot Agent

Posts: Countless
Joined: 23.11.09

IP: None  
SportingNonsense
Format Reminder

- Riders each receive a rating based on their skills in six categories (Hill, Stage Race. Sprint, TT, Cobbles, Climbs), as also used in the OVL calculations
- Riders within a within-team ranking for each category, which is adjusted to account for realism, and reduce the influence of the strongest riders where appropriate.
- Weighted team ratings for each category calculated, based on the selected three best riders in each team for that category
- Resulting category rankings and scores are then used in four different ways, to create four division ranking lists
- These are combined into an overall division prediction.

Context - Last Year, Prediction vs Reality
1pcmdaily.com/images/mg/2019/Micros/des.pngDesigual1pcmdaily.com/images/mg/2019/Micros/isa.pngISA - Hexacta-18
2pcmdaily.com/images/mg/2019/Micros/min.pngMinions2pcmdaily.com/images/mg/2019/Micros/vlv.pngVolvo acc. by Spotify-2
3pcmdaily.com/images/mg/2019/Micros/kul.pngKulczyk - Alitalia3pcmdaily.com/images/mg/2019/Micros/rak.pngRakuten Pro Cycling-2
4pcmdaily.com/images/mg/2019/Micros/vlv.pngVolvo acc. by Spotify4pcmdaily.com/images/mg/2019/Micros/ubs.pngTeam UBS-4
5pcmdaily.com/images/mg/2019/Micros/rak.pngRakuten Pro Cycling5pcmdaily.com/images/mg/2019/Micros/yor.pngcycleYorkshire-11
6pcmdaily.com/images/mg/2019/Micros/duo.pngDuolingo6pcmdaily.com/images/mg/2019/Micros/p4e.pngTeam Popo4Ever p/b Nemiroff-15
7pcmdaily.com/images/mg/2019/Micros/phi.pngPhilips7pcmdaily.com/images/mg/2019/Micros/del.pngDelvaux-5
8pcmdaily.com/images/mg/2019/Micros/ubs.pngTeam UBS8pcmdaily.com/images/mg/2019/Micros/cad.pngCampari/Asahi development-15
9pcmdaily.com/images/mg/2019/Micros/eur.pngTeam Europcar9pcmdaily.com/images/mg/2019/Micros/duo.pngDuolingo3
10pcmdaily.com/images/mg/2019/Micros/vvg.pngValio - Viking Genetics10pcmdaily.com/images/mg/2019/Micros/vvg.pngValio - Viking Genetics0
11pcmdaily.com/images/mg/2019/Micros/emo.pngENI - MOL11pcmdaily.com/images/mg/2019/Micros/des.pngDesigual10
12pcmdaily.com/images/mg/2019/Micros/del.pngDelvaux12pcmdaily.com/images/mg/2019/Micros/xr0.pngXero Racing-5
13pcmdaily.com/images/mg/2019/Micros/kmm.pngKraftwerk Man Machine13pcmdaily.com/images/mg/2019/Micros/kmm.pngKraftwerk Man Machine0
14pcmdaily.com/images/mg/2019/Micros/cfe.pngCarrefour - ESPN14pcmdaily.com/images/mg/2019/Micros/min.pngMinions12
15pcmdaily.com/images/mg/2019/Micros/lpu.pngLierse SK - Pizza Ullo PCTeam15pcmdaily.com/images/mg/2019/Micros/itd.pngIberia - Team Degenkolb-9
16pcmdaily.com/images/mg/2019/Micros/yor.pngcycleYorkshire16pcmdaily.com/images/mg/2019/Micros/bgc.pngBerg Cycles-4
17pcmdaily.com/images/mg/2019/Micros/xr0.pngXero Racing17pcmdaily.com/images/mg/2019/Micros/lpu.pngLierse SK - Pizza Ullo PCTeam2
18pcmdaily.com/images/mg/2019/Micros/cdb.pngCarlsberg - Danske Bank18pcmdaily.com/images/mg/2019/Micros/sct.pngSwisslion Cycling Team-7
19pcmdaily.com/images/mg/2019/Micros/isa.pngISA - Hexacta19pcmdaily.com/images/mg/2019/Micros/kul.pngKulczyk - Alitalia16
20pcmdaily.com/images/mg/2019/Micros/bgc.pngBerg Cycles20pcmdaily.com/images/mg/2019/Micros/emo.pngENI - MOL9
21pcmdaily.com/images/mg/2019/Micros/p4e.pngTeam Popo4Ever p/b Nemiroff21pcmdaily.com/images/mg/2019/Micros/and.pngAndorra Cycling Project-1
22pcmdaily.com/images/mg/2019/Micros/and.pngAndorra Cycling Project22pcmdaily.com/images/mg/2019/Micros/cfe.pngCarrefour - ESPN8
23pcmdaily.com/images/mg/2019/Micros/cad.pngCampari/Asahi development23pcmdaily.com/images/mg/2019/Micros/cdb.pngCarlsberg - Danske Bank5
24pcmdaily.com/images/mg/2019/Micros/itd.pngIberia - Team Degenkolb24pcmdaily.com/images/mg/2019/Micros/eur.pngTeam Europcar15
25pcmdaily.com/images/mg/2019/Micros/sct.pngSwisslion Cycling Team25pcmdaily.com/images/mg/2019/Micros/phi.pngPhilips18
26pcmdaily.com/images/mg/2019/Micros/spr.pngSauber Petronas Racing26pcmdaily.com/images/mg/2019/Micros/spr.pngSauber Petronas Racing0

farm8.staticflickr.com/7458/9357923136_f1e68270f3_n.jpg
 
SportingNonsense
Category Tier Lists

Hills

Polar
GCN RacingMapeiCampari Asahi Procycling
SwisslionFarfetch Pro CyclingMOL
Aramco DPDuolingo
DesigualTeam Popo4EverXero Racing


There's a competitive field in the hills this season, with no huge standout rider or team, and close gaps between the tiers.

Polar come top with Izagirre and Betancourt to call on.

Schreurs for GCN, Buchmann for Mapei see them next - Campari are interesting team in 4th then, very much there for having two possible options in Slagter, and then Di Maggio as 2nd.

Beltran is seen as the top individual rider but Swisslion suffer for the lack of support he has - and that's something that could well influence the racing too, if they are expected to chase down moves.

One interesting thing to note though - Philips would top this tier list still, with Kelderman. Watch out for the C1 races there then!

Stage Races
Desigual
Team Popo4EverMOL
FablokBakkafrostDuolingoFarfetchRepsolLierse
Minions

Three teams top the tree here. Tenorio now looks to be the strongest in the division, and Desigual are top. Pluchkin remains a commanding threat, and he has Padun for support. MOL bring Cattaneo and Choi together.

A range of teams then competing in the next tier down - with hopes for the likes of Wellens, Monsalve, Gesink, Kudus and Oomen - while Farfetch have the comparable pairing of Yates and Carthy.

Sprints
Berg CyclesPodium Ambition
Lierse SK - Pizza Ullo
MOL
Farfetch Pro Cycling
NordstromSwisslionBakkafrostXero Racing
MapeiAdastra

Berg Cycles have brought in Swift to go with Silvestre, and this partnership gives them the edge over Caleb Ewan's Podium Ambition.

Gaviria and Bonifazio should be good options for Lierse, while MOL can call on Lo Cicero and Maksimov - fast, but can they be consistent?

Kemboi, Guarnieri, Guerao and Kump the other top rated individuals, and their teams do come next.

Time Trials
Repsol - Netflix
DesigualMapei
Farfetch Pro Cycling
PolarDuolingoGCN RacingDK - SVA ZalgirisMinions

With Zmorka, Kittel and Gonzalez Salas, it is no surprise to see Repsol top the standings here.

Fraile is well-rated for Desigual, while Fiedler is the star for Mapei.

4th is not particularly close to 1st in this tier, but in there are Farfetch, with Paillot, just ahead of other teams with some credible TT options.

Cobbles
Andorra Cycling Project
Podium Ambition
Lierse SK - Pizza UlloMapeiValio - Viking Genetics
Minions
BakkafrostXero RacingRepsol - Netflix

So determined where Andorra to stand out on the cobbles, that they were willing to spend big money to prevent a PCT rival from signing Vanspeybrouck, bringing him in alongside Summerhill. Having two of the top three riders clearly works well for a tier list like this, but will it work well in the season itself?

Altur's leadership puts Podium Ambition into the next tier, infront of Lierse (Vanbilsen) and Trentin (Mapei). The support options for Daniel also help Valio into the Top 5.

Climbs
Team Popo4Ever p/b Nemiroff
MOLFarfetch Pro Cycling
DesigualDK - SVA Zalgiris
Repsol - Netflix
Fablok - Chocolate JacquesKraftwerk Man Machine

This category prioritises more of the mountain-only ability, as well as depth in that terrain - as a rider can't be seen as a team's best rider in this category if they are the best in another category. It has the smallest weighting of the six to overall predictions, and might not make as much sense in isolation - but I'll include it for completeness!

Carthy, Padun, Choi, Nerz and Intxausti are the top riders ranked #1 in their team for this category, and supported by their respective team leader, are key for their teams featuring here.

All Category Positions
HLSRSPTTCOCL
pcmdaily.com/images/mg/2020/Micros/anh.png Adastra N Hell Energy Cycling182011171319
pcmdaily.com/images/mg/2020/Micros/and.png Andorra Cycling Project25252523125
pcmdaily.com/images/mg/2020/Micros/adp.png Aramco DP81616182016
pcmdaily.com/images/mg/2020/Micros/azt.png Azteca - NBCSN151124221710
pcmdaily.com/images/mg/2020/Micros/bak.png Bakkafrost235821720
pcmdaily.com/images/mg/2020/Micros/bgc.png Berg Cycles13171252614
pcmdaily.com/images/mg/2020/Micros/cap.png Campari Asahi Procycling42323101024
pcmdaily.com/images/mg/2020/Micros/des.png Desigual101222234
pcmdaily.com/images/mg/2020/Micros/zal.png DK - SVA Zalgiris2013128225
pcmdaily.com/images/mg/2020/Micros/duo.png Duolingo961862112
pcmdaily.com/images/mg/2020/Micros/fcj.png Fablok - Chocolate Jacques1442116197
pcmdaily.com/images/mg/2020/Micros/fpc.png Farfetch Pro Cycling6754183
pcmdaily.com/images/mg/2020/Micros/gcn.png GCN Racing2241371517
pcmdaily.com/images/mg/2020/Micros/kmm.png Kraftwerk Man Machine17151513148
pcmdaily.com/images/mg/2020/Micros/lpu.png Lierse SK - Pizza Ullo PCTeam219326318
pcmdaily.com/images/mg/2020/Micros/map.png Mapei314103415
pcmdaily.com/images/mg/2020/Micros/min.png Minions1610149621
pcmdaily.com/images/mg/2020/Micros/mol.png MOL73419252
pcmdaily.com/images/mg/2020/Micros/nca.png Nordstrom - CA Technologies19226241122
pcmdaily.com/images/mg/2020/Micros/t3a.png Podium Ambition2626212226
pcmdaily.com/images/mg/2020/Micros/pol.png Polar1122051223
pcmdaily.com/images/mg/2020/Micros/rpn.png Repsol - Netflix24826196
pcmdaily.com/images/mg/2020/Micros/sct.png Swisslion Cycling Team5217111611
pcmdaily.com/images/mg/2020/Micros/p4e.png Team Popo4Ever p/b Nemiroff1121815241
pcmdaily.com/images/mg/2020/Micros/vvg.png Valio - Viking Genetics22191720513
pcmdaily.com/images/mg/2020/Micros/xr0.png Xero Racing121891489

farm8.staticflickr.com/7458/9357923136_f1e68270f3_n.jpg
 
SportingNonsense
Overall Predictions

R1 and R2 of my overall ranking positions are just based around those last specific position ranks, while R3 and R4 look at the rating scores awarded to teams across those categories.

The next graph shows R3 against R4, and gives a suggestion for an overall tier list.

i.imgur.com/Z7rSov0.png

Six teams emerge as favourites for the five promotion positions. Within that, Farfetch are predicted to win the title, but MOL are also looking strong for what could be their best ever season.

Mapei being the 3rd team, also with Desigual, Popo4Ever and Lierse.

Minions then seen as being around 7th, just ahead of a very close looking midfield - with lots of evenly matched teams.

Across the predictions, there are seven teams seen as being in the relegation fight. Campari, Valio, Aramco, Nordstrom, Adastra, Azteca, and Andorra.

As Top 10 finishers last year, this would be disappointing for Valio and Campari I would imagine - and in the overall prediction, they are seen as the last two to survive. Campari were predicted to relegate last year anyway, so there is that!

Indeed, if last year's predictions are anything to go by, there could well be a mix of teams predicted close to their eventual positions, and some certainly not. But will that be your team? We shall have to see what the season brings.

Overall Prediction
1pcmdaily.com/images/mg/2020/Micros/fpc.png Farfetch Pro Cycling
2pcmdaily.com/images/mg/2020/Micros/mol.png MOL
3pcmdaily.com/images/mg/2020/Micros/map.png Mapei
4pcmdaily.com/images/mg/2020/Micros/des.png Desigual
5pcmdaily.com/images/mg/2020/Micros/p4e.png Team Popo4Ever p/b Nemiroff
6pcmdaily.com/images/mg/2020/Micros/lpu.png Lierse SK - Pizza Ullo PCTeam
7pcmdaily.com/images/mg/2020/Micros/min.png Minions
8pcmdaily.com/images/mg/2020/Micros/pol.png Polar
9pcmdaily.com/images/mg/2020/Micros/xr0.png Xero Racing
10pcmdaily.com/images/mg/2020/Micros/rpn.png Repsol - Netflix
11pcmdaily.com/images/mg/2020/Micros/duo.png Duolingo
12pcmdaily.com/images/mg/2020/Micros/sct.png Swisslion Cycling Team
13pcmdaily.com/images/mg/2020/Micros/bak.png Bakkafrost
14pcmdaily.com/images/mg/2020/Micros/zal.png DK - SVA Zalgiris
15pcmdaily.com/images/mg/2020/Micros/t3a.png Podium Ambition
16pcmdaily.com/images/mg/2020/Micros/gcn.png GCN Racing
17pcmdaily.com/images/mg/2020/Micros/fcj.png Fablok - Chocolate Jacques
18pcmdaily.com/images/mg/2020/Micros/bgc.png Berg Cycles
19pcmdaily.com/images/mg/2020/Micros/kmm.png Kraftwerk Man Machine
20pcmdaily.com/images/mg/2020/Micros/cap.png Campari Asahi Procycling
21pcmdaily.com/images/mg/2020/Micros/vvg.png Valio - Viking Genetics
22pcmdaily.com/images/mg/2020/Micros/adp.png Aramco DP
23pcmdaily.com/images/mg/2020/Micros/nca.png Nordstrom - CA Technologies
24pcmdaily.com/images/mg/2020/Micros/anh.png Adastra N Hell Energy Cycling
25pcmdaily.com/images/mg/2020/Micros/azt.png Azteca - NBCSN
26pcmdaily.com/images/mg/2020/Micros/and.png Andorra Cycling Project

Contributing Ranking Predictions
R1R2R3R4OP
1FARFFARFFARFMOLFarfetch Pro Cycling
2MAPEMOLMOLFARFMOL
3MOLDESIMAPEMAPEMapei
4DESIMAPEDESILIERDesigual
5XEROPOPOLIERDESITeam Popo4Ever p/b Nemiroff
6POPOPOLAPOPOPOPOLierse SK - Pizza Ullo PCTeam
7SWISDUOLMINIMINIMinions
8DUOLREPSPODIBAKKPolar
9POLALIERREPSXEROXero Racing
10REPSMINIPOLAPOLARepsol - Netflix
11MINISWISDK ZBERGDuolingo
12GCN FABLXEROPODISwisslion Cycling Team
13LIERXEROBAKKSWISBakkafrost
14DK ZDK ZDUOLDUOLDK - SVA Zalgiris
15FABLBAKKGCN REPSPodium Ambition
16KRAFGCN SWISDK ZGCN Racing
17BAKKBERGBERGGCN Fablok - Chocolate Jacques
18PODICAMPVALIFABLBerg Cycles
19CAMPKRAFFABLKRAFKraftwerk Man Machine
20ARAMPODIKRAFNORDCampari Asahi Procycling
21BERGAZTECAMPADASValio - Viking Genetics
22VALIARAMANDOVALIAramco DP
23ADASVALINORDARAMNordstrom - CA Technologies
24AZTENORDADASCAMPAdastra N Hell Energy Cycling
25NORDADASAZTEAZTEAzteca - NBCSN
26ANDOANDOARAMANDOAndorra Cycling Project

farm8.staticflickr.com/7458/9357923136_f1e68270f3_n.jpg
 
whitejersey
Always enjoy these! Obviously not a whole lot to say about us, with good reason, I do think that your assesment of us is correct however doomy it is.
Edited by whitejersey on 01-11-2020 19:32
 
ivaneurope
As I've expected in the previews - a fight with Aramco, Nordstrom, Valio and Campari. What surprises me is that Azeteca isn't the consensus bottom feeder this time around
i.imgur.com/rrQH4R2.png
i.imgur.com/KoxIGiG.png
 
TheManxMissile
You've got us clear of the real dogfight in most cases, and even up towards promotion in one! I'll take it as further vindication to double down on the dual-focus this season ahead of a bigger change up.
i.imgur.com/UmX5YX1.jpgi.imgur.com/iRneKpI.jpgi.imgur.com/fljmGSP.jpgi.imgur.com/qV5ItIc.jpgimgur.com/dr2BAI6.jpgimgur.com/KlJUqDx.jpg[/img[img]]https://imgur.com/yUygrQ.jpgi.imgur.com/C1rG9BW.jpgi.imgur.com/sEDS7gr.jpg
 
quadsas
Seems pretty accurate to me, although I do think I am higher than 20th on hills purely due to a lot of depth we have.

Good stuff
deez
 
Ollfardh
This has got to be our best prediction ever, but I think the R1 will be more accurate.
Changed my sig, this was getting absurd.
 
jandal7
Always interesting to see your previews SN and nice touch with the tier lists for each terrains this year - glad to get on a few Pfft Another ninth place prediction does instill a bit of confidence in my Top 10 Standings goal, but when it's ahead of Duolingo and Repsol it gets taken away a bit - especially as we all know what Repsol are willing to do to us if we're rankings rivals Pfft

Glad we're not in any kind of relegation fight in your different methods, even a promotion candidate in Round 1 is pretty impressive, though pure fantasy in my eyes Pfft
24/02/21 - kandesbunzler said “I don't drink famous people."
15/08/22 - SotD said "Your [jandal's] humour is overrated"
11/06/24 - knockout said "Winning is fine I guess. Truth be told this felt completely unimportant."

[ICL] Santos-Euskadi | [PT] i.imgur.com/c85NSl6.png Xero Racing

i.imgur.com/PdCbs9I.png
i.imgur.com/RPIlJYr.png
5x i.imgur.com/wM6Wok5.png x5
i.imgur.com/olRsxdu.png
2x pcmdaily.com/images/mg/Awards2021/funniest21.png x2
2x i.imgur.com/TUidkLG.png x2
 
Aquarius97
Not a surprise being so low in this ranking given i completely ignore two terrains, so that really drag us down in your calculations, despite being Top10 at least in all the others.

Really hope this predictions turns out to be awfully bad :lol:
Manager of [MG] Repsol - Netflix


pcmdaily.com/files/Awards2016/newmember.png
pcmdaily.com/files/Awards2017/newmanager.pngpcmdaily.com/files/Awards2017/improved.png
 
redordead
Underrated last year and overrated this year? Pfft

Hopefully the truth is somewhere in the middle and we can finish comfortably above the relegation zone Smile

pcmdaily.com/images/mg/PCMdailyAwards2018/mgnewmanager.png
pcmdaily.com/images/mg/Awards2020/mghq2.png
pcmdaily.com/images/mg/Awards2021/mgmanager21.png


"I am a cyclist, I may not be the best, but that is what I strive to be. I may never get there, but I will never quit trying." - Tadej Pogačar
 
the_hoyle
I'll take it - another one where we survive which is what we want Smile
.: Manager of :.
i.imgur.com/FNKAFFk.png
.: My Awards :.
pcmdaily.com/images/awards/2014/graphic.png
pcmdaily.com/images/awards/2015/graphic.png
pcmdaily.com/files/Awards2016/graphicartist.png
pcmdaily.com/files/Awards2017/artist.png
pcmdaily.com/files/Awards2019/graphic%20artist.png
pcmdaily.com/images/mg/Awards2020/graphicartist1.png
i.imgur.com/8u03OA4.png
pcmdaily.com/files/Awards2017/jersey.png
pcmdaily.com/files/Awards2019/jersey%20designer.png
pcmdaily.com/images/mg/Awards2020/jerseydesigner1.png
i.imgur.com/8u03OA4.png
pcmdaily.com/images/awards/2014/avatar.png
 
sgdanny
Mathematical previews are pretty bad with only 1 big leader in the team, so i expect more than 17th
i.imgur.com/pyvc2uc.png
 
SportingNonsense
TheManxMissile wrote:
You've got us clear of the real dogfight in most cases, and even up towards promotion in one! I'll take it as further vindication to double down on the dual-focus this season ahead of a bigger change up.

Aquarius97 wrote:
Not a surprise being so low in this ranking given i completely ignore two terrains, so that really drag us down in your calculations, despite being Top10 at least in all the others.


I have looked to account for teams ignoring terrains in there - especially in not unduly punishing teams who ranked are >18th in a terrain, when it comes to R3 and R4 - so indeed that's what helps keep Podium Ambition clear of relegation predictions.

Repsol though probably not faring quite as well in R4 due to the fact that I have TTs on one of the lowest weightings of the categories - so if that goes well for you, perhaps that weighting should be adjusted!

sgdanny wrote:
Mathematical previews are pretty bad with only 1 big leader in the team, so i expect more than 17th


Well you do have 97 RD without Wellens, and no guarantee that Wellens will start as favourite for any of his races, depending on the calendars of others. So we'll see!
farm8.staticflickr.com/7458/9357923136_f1e68270f3_n.jpg
 
jph27
I always like the data-based predictions SN, and I enjoyed this one even if I think it's putting a curse on my team Pfft

Have to say that it's great to see us being top 7 on every terrain except cobbles. One of the things I've tried to do over the past few seasons is build a roster with no real superstars but plenty of depth on each terrain, so it's a real vindication to see it appear to have worked. Hopefully with Menten, Salzmann and van den Berg maxing next season we can be top 10 on the cobbles as well, although the data seems to think we'll be PT - in which case I'll need to add leaders to that depth!

However, I don't think PCM will like my team as much as the numbers do. The lack of a real top tier leader on any terrain is likely to hold us back a little, especially as we don't have the depth that other teams do - we're very similar to ISA last season, until you realise that they had 8 point scorers in every race, compared to our 4 (with 4 talents). Still, if we can do our usual trick of missing our predicted slot by 3-5 places then we should be in for a decent season.
 
Gustavovskiy
Another prediction in line with the high midtable omen. Thanks.

Interesting to see Farfetch at the top. Wouldn't say it's the most obvious prediction but certainly a meritable one.

Teams with an "A" as initial seem to be a risk factor for relegation Pfft

Looking forward to see how this grows old. Thanks SN!
Manager of pcmdaily.com/images/mg/2024/Micros/eve.png Everesting pcmdaily.com/images/mg/2024/Micros/eve.png
 
Heine
Worst 4th, best 2nd. I can accept that Smile
 
Jump to Forum:
Login
Username

Password



Not a member yet?
Click here to register.

Forgotten your password?
Request a new one here.
Latest content
Screenshots
Lucho Herrera, cobblestones trainer!
Lucho Herrera, cobblestones trainer!
PCM10: Funny screenshots
Fantasy Betting
Current bets:
No bets available.
Best gamblers:
bullet fighti... 18,676 PCM$
bullet df_Trek 17,674 PCM$
bullet Marcovdw 15,745 PCM$
bullet jseadog1 13,752 PCM$
bullet baseba... 10,539 PCM$

bullet Main Fantasy Betting page
bullet Rankings: Top 100
ManGame Betting
Current bets:
No bets available.
Best gamblers:
bullet Ollfardh 21,990 PCM$
bullet df_Trek 15,820 PCM$
bullet Marcovdw 15,200 PCM$
bullet jseadog1 13,700 PCM$
bullet baseball... 7,432 PCM$

bullet Main MG Betting page
bullet Get weekly MG PCM$
bullet Rankings: Top 100
Render time: 0.40 seconds