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PCM 18 AI and Man Game DB
baseballlover312
alexkr00 wrote:
baseballlover312 wrote:
It's quite obvious that I'm one of the toxic managers due to my difference of opinions and attitude. I'm not really sure what I've done to deserve this.


It's not the difference of opinions. It's about the attitude and you are the one who opened the discussion about it.

I actually like you as a manager and a member of the forum quite a lot. I like the way you build your team with a nationality focus and I'd be sad to see you withdrawing from the game because of the changes in game play instead of trying to adapt to them.

I understand that following the season when your team is highly affected is not fun at all but implying that you are going to leave the game if we don't go back to PCM15 feels like blackmail to me and I do not like it (this is not addressed specifically to you. There are some other managers who have implied this as well).

I dislike your attitude about this because you seem to be stuck with the idea that going back to PCM15 is the only solution and it's the only thing you are willing to accept. You are quick to jump to possible explanations of what might be breaking the game in one way or another, while seeming to ignore the possible solutions.

You've claimed "It hasn't knocked a few riders down a notch, it's taken half the leaders in the DB out of the equation completely". This is simply not true and you are trying to make things deliberately worse than they are because you do not like the way the new game plays out.

You said you are interested in making the game work well from transfers to standing. Standings working well is quite subjective here. Because you take the rankings of PCM15 as those of working well. PCM18 produces different results than PCM15 in certain scenarios, just like PCM15 produced different results compared to its predecessors. Why should we take the results of PCM15 as the correct ones?

As far as I'm concerned this season would be the worse in this aspect since no one really knew what to expect. And going back to PCM15 would not only stuck us in a repetitive loop, but it would also deem this season as basically worthless with nothing productive coming out of it. Now we know more about what we can expect from the game and everyone has the chance to adjust in the off-season accordingly.


I haven't mentioned going back to PCM 15 as the only solution. The only time I suggested I might leave the game if things stayed as they are now was in my initial post, which I have since admitted was emotional hyperbole meant to spark discussion and let out my frustration. I'm sorry I framed my post that way. Even in that post, I didn't take an explicit stand on PCM 15, and I admitted I was being a sore loser. Since then, seven pages and almost two weeks of discussion have happened. Since that original post, I have not once even suggested moving back to PCM 15, especially as the only solution. Yet you're saying I'm deliberately spreading misinformation purely to push that point. It really feels like a straw man is being built against me here, which is hard not to take personally.

I'll admit I haven't been very helpful actually suggesting solutions. That is totally valid criticism and I own that. I will admit most of my thoughts are about how the in-game experience reflects forum game things, not how technical aspects of gameplay affect the AI. That is why most of my comments have been negative in regards to solutions. I feel I can speak about what I don't think would work based on my experience and beliefs, but I don't want to speculate where I've had no experience. I can't endorse solutions that involve altering the DB in major ways because that goes against what I see as fundamentally important in the game. I don't know about he intricacies of stage making, I only know the results I've seen actually playing the game when I comment (i.e. road width and sprint trains).

My comments were not made to make things seem worse than they are. I wasn't trying to guilt people into siding with me, or anything like that. They were just how I felt. I can only speak from my experience, just like anyone else. A lot of riders on my team have become useless this season, as have a lot of similar riders on other teams. Not just lower scoring, but complete non-factors. That's what I saw, so that's what I said. It may be short sighted and even wrong, but it was not meant to mislead people. And yes, I was being a sore loser in saying it, I admit that.

On standing predictability, the problem is not that certain results are "correct" because they value certain stats the "right way." They are correct because they put riders who are worth more in the market generally in better positions. That's how the game works and feeds competition. Obviously everything should not be perfectly formulaic, and again, I never said that it should. We need races and excitement and unpredictability at times. We also need managers to make mistakes and overpay (something I'm well versed in), or negotiate especially brilliantly. That's the whole point of the game. But in order for those situations to matter, the general principle - that a better team gets you better results - must stand at least to the extent that it allows the market to function properly.

This season has made that principle very difficult because the game has fundamentally changed what a better team looks like, and at times, it doesn't align with actual strength, especially with how our specific DB functions. Some people on here have suggested that an adjustment to PCM 18 should be to purposefully obtain second tier sprinters instead of the best or have poor flat domestiques. To me, that doesn't fit with how teams can actually be constructed and rewarded using PCM and our market. So, if true, it is to some extent (however small) game breaking.

Of course the market will adjust over time, and huge OVL formula changes will go a long way. That will help reconcile that value problem, which to me is most important. However, as long as previous wage has influence on demanded wage, this will not be solved in a single year under the current system. This will take several years to be weaned out because of how dramatic some of the changes will be. Then comes another issue. Can we make those sweeping overall changes and still attempt to fix the stages to help those riders? Or do we risk overcompensating and having an opposite problem on our hands? I do fear doing both could hurt our adjustment long if not properly balanced.

The other thing is, the results of this season do matter. Not only as a game test, but for their substance. Yes, everyone can adjust accordingly this offseason, but there will be huge carry over effects. Riders becoming useless won't just hurt people this season - they have cascading effects. For me personally, it contributes to relegating and losing big talents. That could set me back for the next half decade. The same can be said for several other managers. I own a huge part of my poor team building, absolutely, and I'm not pinning it all on the game. My team is crap, and it always was. But there is an element of frustration when it feels like not all managers were properly informed ahead of time, and that put us at a disadvantage in that team building process when dealing with the new game.

For older managers, my perspective may seem crazy because the game has changed in huge ways before. As someone who only started in 2014, the degree of changes that have happened this year are unprecedented since I started the game, and that has certainly colored my perspective. This is not like when we moved from PCM 13 to 14 or 15, and I don't think we should have treated it as such and continue to treat it as such. That's all I'm saying.

Anyway, to clear things up, I will say it now so we can move on. I will not quit MG no matter the decisions we make about this topic. I didn't mean to blackmail anyone, and if it seemed like I was, I am sorry.
RIP Exxon Duke, David Veilleux, Double Feature, and Monster Energy
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Posted on 24-11-2024 16:39
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cunego59
Okay, so I spent some time to play through a few different scenarios with the stage Tamijo made. Fair warning, this is a long post. I've shortened it a lot, so there's more if you have any questions of if you think something's missing.

The stage looks like this, with the final 10km straight and wide roads:

i.imgur.com/W9XHogI.jpg

I used the teams that participated in the actual Barbados Cycling Festival. For the first three experimental scenarios, I altered the original startlist a little, the final scenario is simply the actual startlist. I played through every scenario 10 times (except for one), there are screenshots for the first three to illustrate the way the sprints unfolded, then only the results for the other seven. I started a new one-off race every time to negate possible boni from yellow jerseys and "reset" possible favorite lists the game sets within each stage race. Here are the sprint leaders:
Spoiler
SPACFLRS
pcmdaily.com/images/mg/2019/Micros/fes.png Coquard84837374
pcmdaily.com/images/mg/2019/Micros/akm.png Swift84827470
pcmdaily.com/images/mg/2019/Micros/itd.png Degenkolb84817671
pcmdaily.com/images/mg/2019/Micros/vlv.png Ahlstrand83827473
pcmdaily.com/images/mg/2019/Micros/t3a.png Ewan83817571
pcmdaily.com/images/mg/2019/Micros/ebd.png Grosu83807370
pcmdaily.com/images/mg/2019/Micros/duo.png Avelino83787166
pcmdaily.com/images/mg/2019/Micros/ssc.png Guerao83767464
pcmdaily.com/images/mg/2019/Micros/afk.png Kennaugh82817771
pcmdaily.com/images/mg/2019/Micros/aeg.png Groenewegen82817371
pcmdaily.com/images/mg/2019/Micros/kmm.png Cavendish82807270
pcmdaily.com/images/mg/2019/Micros/cfe.png Vanderbiest82777469
pcmdaily.com/images/mg/2019/Micros/cad.png Boeckmans81837371
pcmdaily.com/images/mg/2019/Micros/des.png Zabel81797470
pcmdaily.com/images/mg/2019/Micros/cdb.png Appollonio81787466
pcmdaily.com/images/mg/2019/Micros/min.png Vantomme81767263
pcmdaily.com/images/mg/2019/Micros/rak.png Itami80827567
pcmdaily.com/images/mg/2019/Micros/fab.png Guardini80827269
pcmdaily.com/images/mg/2019/Micros/and.png Kip80826963
pcmdaily.com/images/mg/2019/Micros/bgc.png Kupfernagel80817871
pcmdaily.com/images/mg/2019/Micros/spr.png Salleh80807065
pcmdaily.com/images/mg/2019/Micros/rpn.png Nizzolo80797367
pcmdaily.com/images/mg/2019/Micros/eav.png Afewerki79807370

For each of the first scenarios, I'm going to do a quick statistical overview for the Top 5, Top 10 and Top 15 sprinters. To make those categories, I just went from the top down in this list (So Top 5 is Coquard to Ewan, Top 10 is Grosu to Groenewegen, Top 15 is Cavendish to Appolonio).

The scenarios are the following :
S1: Only the sprint leaders. No other rider has more than 72 sprint. The startlist is the original one with those leadout sprinters removed and replaced by minor domestiques with decent flat stats. Question: Do the top sprinters generally have better results? And what kind of riders do the best on their own? (Maybe not that useful because this never happens, but I was interested in how this turns out and it might be a decent base line, and this is a hypothetical after all.)

S2: The Top 3 sprinters (Coquard, Swift, Degenkolb) each have their leadouts from the real startlist. Other than that, same start list as before (no leadouts). Q: Do the top sprinters have even better results with leadouts?

S3: The Top 3 sprinters have a more graduated sprint train to test Croatia's hypothesis of sprint train composition mattering. This includes one strong flat rider with modest SP/AC and one stronger but not high end sprinter. Q: What kind of leadout is better?

S4: Simply the real start list from the actual race this year (Preview here).

Original Startlist:
Spoiler
pcmdaily.com/images/mg/2019/Races/PTHC/Barbados/mg19_bb_startlist.jpg


Szenario 1
No secondary sprinters whatsoever.

I'm going to limit this to a summary only because it was mostly chaotic sprints. The top sprinters were usually close to the front with one teammate leading them out, but they often went too early. Here are the summary statistics:

Scenario 1WinsTop 3Top 5Top 10Outside Top 10
Top 5 Sprinters11261318
Top 10 Sprinters7881314
Top 15 Sprinters2112
Top 16 +27

Conclusion:
The scenario was obviously not realistic in its composition, so don't interpret too much into the results. Breaks were caught pretty late, mostly with ~5kms to go and there were no real leadouts. The second tier of sprinters dominated the wins, most likely because the top tier was often kind of the leadout itself, but this is still a bad look, especially the number of times the top sprinters were outside the Top 10. Ahlstrand was hit the worst, with only three Top 10 appearances, Degenkolb and Ewan got 4 podiums each, Swift had the sole win.


Szenario 2
Festina, Aker and Iberia with sprint trains.


Round 1

8km
i.imgur.com/1bP3tif.jpg

Podium Ambition and Volvo are the chasers. One escapee left up front, no trains yet.

5km
i.imgur.com/UiKofR5.jpg

Escapees caught; still no trains.

3km
i.imgur.com/CFdO7kj.jpg

The sprint helpers we have aren't close to the front.

2km
i.imgur.com/5U1ker6.jpg

PA and Volvo actually do form trains but they have no top sprinters other than Ewan and Ahlstrand.

1km
i.imgur.com/en8WHfd.jpg

Ewan takes over under the red kite.

Finish line
i.imgur.com/Ql1sMus.jpg

Very close finish, but Ahlstrand takes it. Volvo train without real sprinter worked, Ewan did well too.

Round 1
1.Ahlstrand
2.Groenewegen
3.Ewan
4.Zabel
5.Kennaugh
6.Guardini
7.Boeckmans
8.Avelino
9.Coquard
10.Swift


Rounds 2 and 3:

Spoiler
Round 2

8km
i.imgur.com/i95prhF.jpg

Escapees are in sight but not caught yet. The Top 3 sprinters are bunched together without the leadout we expect them to have.

5km
i.imgur.com/qPVYYOt.jpg

Breakaway is caught, most sprinters somewhere behind the first line, no trains yet.

3km
i.imgur.com/RySCBO2.jpg

Again it's PA and Volvo with the trains.

2km
i.imgur.com/NlSHwcD.jpg

Volvo takes the lead. Top 3 sprinters way behind.

1km
i.imgur.com/TDx3iwl.jpg

Novardianto brough Ewan to the front, he and Ahlstrand accelerate with 1km to go, Avelino currently in the lead.

Finish line
i.imgur.com/5madeXP.jpg

Ahlstrand with his second win, Ewan third again.
Round 2
1.Ahlstrand
2.Grosu
3.Ewan
4.Boeckmans
5.Avelino
6.Cavendish
7.Guerao
8.Kennaugh
9.Nizzolo
10.Oss


Round 3

8km
i.imgur.com/rzbrQJC.jpg

Breakaway was caught much earlier today. Top 3 sprinters are closer to the front, but still no leadout.

5km
i.imgur.com/sP54EZm.jpg

Lots of sprinters somehwere from 10th position on. Grosu currently floating just behind the first line.

3km
i.imgur.com/xduJzZa.jpg

The Top 3 made their way to the front and each have a teammate with them, but not one of the good sprinters they have ...

2km
i.imgur.com/hyuqdgq.jpg

Lammertink leads Grosu, but when the former starts sprinting, Grosu just ... doesn't.

1km
i.imgur.com/mTZLrr0.jpg

Grosu somehow found his speed again and now leads Groenewegen, Kennaugh and Vanderbiest. The PA rider is not Ewan and none of the two Volvo riders are Ahlstrand ...

Finish line
i.imgur.com/pwiWb5a.jpg

With a late charge, Kennaugh takes it.

Round 3
1.Kennaugh
2.Grosu
3.Vanderbiest
4.Coquard
5.Groenewegen
6.Zabel
7.Swift
8.Cavendish
9.Guerao
10.Ewan


Rounds 4-7:
Spoiler
Round 4Round 5Round 6Round 7Round 8Round 9Round 10
1.GrosuGroenewegenGrosuAhlstrandGrosuEwanEwan
2.AvelinoVanderbiestCavendishGuardiniGroenewegenAvelinoKennaugh
3.CavendishGrosuEwanGroenewegenAhlstrandCavendishCavendish
4.ZabelDegenkolbKennaughGrosuEwanAhlstrandAvelino
5.DegenkolbGuardiniBoeckmansSwiftAvelinoVanderbiestSwift
6.KupfernagelCavendishAvelinoAvelinoCavendishGrosuDegenkolb
7.ItamiStauffGroenewegenEwanBoeckmansGroenewegenBoeckmans
8.GueraoSwiftGueraoGueraoGueraoZabelAhlstrand
9.AfewerkiBoeckmansGuardiniCavendishKennaughBoeckmansVanderbiest
10.SallehAvelinoDegenkolbCoquardCoquardGueraoGrosu


Statistics:
Scenario 2WinsTop 3Top 5Top 10Outside Top 10
Top 5 Sprinters5471123
Top 10 Sprinters5971712
Top 15 Sprinters6315
Top 16 +117


Conclusion:
Okay, on the one hand, this was an absolute desaster. Giving them "sprint trains" took Coquard, Swift and Degenkolb basically out of the race entirely, combining for five Top 5s and 17 (!!) places outside of the Top 10. I have no idea why this is and it seems game breaking, but remember that this is still an artificial startlist.

On the other hand, three teams, namely Volvo, Podium Ambitions and eBuddy, consistently managed to set up actualy sprint trains and did so successfully (Ahlstrand with three wins and a podium; Ewan with two wins, two podiums and only twice outside the Top 10; Grosu with three wins, three podiums and only once outside the Top 10). So what happens when the Top 3 get more modest sprint trains instead of just two good sprinters by their side?


Szenario 3
Festina, Aker and Iberia with more graduate sprint trains.

Instead of Stauff (80 SP) and Petit (80), Festina's two best sprint helpers are Weber (77) and Barbier (75).
Instead of Scully (79) and Haddi (77), Aker's best sprint helpers are Silva (77) and Oss (74).
Instead of Merino (78) and King (78), Iberia's best sprint helpers are Merino and Jans (74).

I had three rounds with screenshots again, but the results were basically the same and I decided to stop this scenario as it was clear that nothing had changed. Two good things I took from this:
a) Again, there were trains, and they were giving their leaders a chance to win (Ewan two podiums, Grosu won all three stages).
b) The teams setting them up were consistently the same (maybe a bit debatable whether this is a good thing, but at least there's not as much randomness I guess).

Adding on to that last point though, the big negatives were:
a) I could not tell why exactly those two to three teams (Volvo, PA, eBuddy) were the chosen by the game to be the ones leading the trains. I mean, the two final leadouts were among the better ones in the field, except for ...
b) ... the only "real" sprinters that were chosen as possible leadouts. They didn't do this once and their leaders seemed to be actively harmed by their presence.

I have to point out again that this was a bit of a weird startlist to begin with. So, to conclude, I took a few rounds with the actual startlist we had.

Szenario 4
Regular startlist.


Round 1

8km
i.imgur.com/36PZIQG.jpg

Interestingly, now it's Aker and Iberia at the front of the peloton with a bit of Festina - as it should be.

5km
i.imgur.com/MxlX3c1.jpg

Break is caught. No trains formed yet, but many favorites have a sprinter teammate with them.

3km
i.imgur.com/qNM5Kkz.jpg

Haddi and Scully for Swift, Bauhaus and Sbaragli for Groenewegen, Jans and King for Degenkolb a little further behind. Again, trains crossing, a little bit of distraction, but not too much.

2km
i.imgur.com/XY0ivS5.jpg

Sbaragli goes first. Coquard behind Stauff at the bottom of the screen.

1km
i.imgur.com/1tfX3wS.jpg

Scully jumps to the front but Swift has a gap to close. Grosu launches his sprint in the middle. Festina rider is Barbier.

Finish line
i.imgur.com/5iK68TE.jpg

Groenewegen, Grosu and Swift a bit too early. Surprise win by Kennaugh ahead of Guardini.

Round 1
1.Kennaugh
2.Guardini
3.Degenkolb
4.Groenewegen
5.Zabel
6.Swift
7.Grosu
8.Vanderbiest
9.Cavendish
10.Barbier


Rounds 2 and 3:
Spoiler
Round 2

8km
i.imgur.com/FAZWGUC.jpg

Same teams up front, break already caught. Coquard and Swift nicely behind their sprinters, just need to get to the front in time.

5km
i.imgur.com/cxYPqEi.jpg

And they are coming closer to the front.

3km
i.imgur.com/Yih3fRf.jpg

This is what Festina and Swift want! Coquard had a small gap a few moments ago though, hopefully didn't have to waste too much energy.

2km
i.imgur.com/w9QMbkK.jpg

Trains crossing paths causes a major issue this time as Swift and Coquard get tangled up. Degenkolb behind King tries to exploit it.

1km
i.imgur.com/QBsNBsL.jpg

Weird stuff happening: Stauff came past everyone on the right, Coquard followed him. Everyone else went to Petits wheel, who simply slowed down.

Finish line
i.imgur.com/RjduRza.jpg

Consequently, dominating win for Festina. (Yes, this was a bit whacky, but the prep until ~1km to go was decent and showed that Aker and Festina can do something, and the results except for Stauff were not too wild, so I left it in this summary)

Round 2
1.Coquard
2.Stauff
3.Grosu
4.Avelino
5.Degenkolb
6.Groenewegen
7.Silvestre
8.Boeckmans
9.Kip
10.Guardini


Round 3

8km
i.imgur.com/Kz4nzof.jpg

It's Volvo and Podium Ambition at the helm of the pack today and indeed we see Ahlstrand and Ewan, who've been completely absent the first two rounds, towards the front.

5km
i.imgur.com/0PfiQIo.jpg

eBuddy is towards the front as well, are those three teams kind of linked? Ahlstrand in decent position already, Ewan with Nelson towards the bottom of the screen.

3km
i.imgur.com/GD1FOGa.jpg

Except for Ahlstrand in second position, this is all pretty messy. Grosu has a train on the left but Postlberger interrupts it. Novardianto and Alaphilippe going to the front for PA, but Nelson and Ewan still a bit boxed in. The Festina rider is Petit; Degenkolb, Swift and other nearby.

2km
i.imgur.com/PiujuqC.jpg

eBuddy train on the left moving well now, Markus comes to the front on the right to support Ahlstrand. Ewan is the PA rider to the very bottom of the pic, just not getting ahead.

1km
i.imgur.com/2MmnY1K.jpg

Clarke led Kennaugh to the front, he accelerates now. Ahlstrand followed, also going, as does Grosu.

Finish line
i.imgur.com/0SThyRR.jpg

In a close finish, Ahlstrand has the best legs. PA would have had a great shot had Ewan found the right wheel. Now they have Alaphilippe in fourth place. Just like in Round 1, Coquard disappears.

Round 3
1.Ahlstrand
2.Grosu
3.Kennaugh
4.Alaphilippe
5.Swift
6.Boeckmans
7.Petit
8.Degenkolb
9.Silvestre
10.Nelson


Rounds 4-10:
Spoiler
Round 4Round 5Round 6Round 7Round 8Round 9Round 10
1.EwanGrosuAhlstrandAhlstrandEwanKennaughGroenewegen
2.GrosuEwanKennaughGroenewegenAhlstrandBoeckmansAvelino
3.AvelinoBoeckmansGroenewegenAvelinoKennaughEwanDegenkolb
4.SwiftCavendishCavendishEwanAvelinoGuardiniCavendish
5.GuardiniAhlstrandEwanGuardiniGrosuZabelKennaugh
6.CavendishDegenkolbGuardiniBoeckmansCavendishGroenewegenAhlstrand
7.KennaughCoquardGrosuGueraoGuardiniCavendishVanderbiest
8.GroenewegenSwiftDegenkolbCavendishZabelGrosuBoeckmans
9.ZabelZabelCoquardGrosuBrusAvelinoGuardini
10.BoeckmansGueraoBoeckmansNelsonCoquardAhlstrandAlaphilippe

For statistics, I assigned every rider points for their placements. 10 for the win, 9 for second and so on. I only did this for the Top 10 sprinters by sprint stat, so riders like Cavendish or Guardini don't appear here but they would be around 7th to 8th place I think. Here are the results:
1.Grosu55
Kennaugh55
3.Ahlstrand52
4.Ewan50
5.Groenewegen47
6.Avelino41
7.Degenkolb33
8.Swift22
9.Coquard17
10.Guerao5

Now, again, this is obviously pretty bad when looking at Degenkolb, Swift and Coquard, especially considering 10 of Coquard's 17 points came from that weird win in round 2. After the first two rounds, Aker, Iberia and Festina again disappeared from the sprint preparations.


On the one hand, there's a decent randomness factor. No single rider has, according to these points, on average a better result than 5th. But I think that's the way it generally should be, because of so many sprinters and also because sprints are by nature the most volatile discipline, as has been mentioned here before.

On the other hand, there is still some consistency. eBuddy, Volvo and Podium Ambitions were almost always the ones with coordinated trains, and it shows. The trains worked generally well, rarely crashing into each other. Kennaugh and Groenewegen found consistently the right wheels directly behind one of those trains and profited.

The thing is that the game somehow decides who the teams in charge are, and the factors for that seem to be somehow fixed, because again I started a new stage race every time and within each scenario, it were the same teams for the most part - even in scenario 2, where they didn't even have leadouts. At the same time, in the first two rounds of the real startlist scenario, Iberia and Festina were the key teams, so there's a minimal chance for variance.

My impression is that if you have a team with a sprint train on paper, but you're not one of the three teams chosen to be in charge and form an actual sprint train, you're suffering. In the case of Coquard for instance, he was often around Petit and Stauff, but just somewhere around 40-50th position. Riders like Silvestre and Swift had similar issues at times.

In contrast, Groenewegen and Kennaugh also have at least one decent sprinter (although weaker - Bauhaus and Clarke, respectively, 78 sprint each). Groenewegen even had Sbaragli in addition, but they only very rarely formed trains, they just positioned themselves well close to the front and then followed the right riders. Other riders (Avelino, Cav, Guardini ...) were succesful that way, too, just less consistently.

I can test what happens when Swift or Coquard are the lone sprinters in their teams. I assume Volvo et al. should still run their trains, but maybe then Swift and Coquard would more likely be engaged in the sprint for themselves.

But that still would solve what I think is the key problem: I just can't figure out what makes certain teams be the dominant ones. Neither in the startlist nor the pre-stage preview, Ewan or Ahlstrand or Grosu were in the Top 3 favorites. Neither team has more dominant flat riders or sprinters than Festina or Iberia or Aker.

Getting to the bottom of this is in my opinion the main way to get some more predictability before a race about which sprinter should or could be successful and why someone like Coquard is so often underwhelming.
 
TheManxMissile
Do you have a rough number, in any/all scenarios, for the number of times the winner was the rider of the team that made a leadout vs number of times the winner was one of the sprinters tagging onto another train?
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
 
SotD
Thanks for a great effort in making some sense in all of this. It seems that it just doesn't make sense to be a 3 star favorite in this game anymore. Atleast those with young sprinters that could be 3 star favorite with some training no know to save the money as investing will only hurt them. Too bad for those of us who already spent 10+ mio in getting one.
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cunego59
In the second scenario, Ahlstrand, Ewan and Grosu combined for 8 of 10 stage wins. In the final scenario with the real start list, they combined for 7 of 10 stage wins. I didn't follow each stage after the first three in detail and mostly ran them through at x8, but Volvo, Podium Ambition and eBuddy were the main teams with trains on almost all stages. Kennaugh and Groenewegen were the only riders without leadouts who consistently finished well, but even then Groenewegen had leadouts at times.
 
SotD
It's basically the exact thing we have also seen this season. The top favorites either win or fail, while the riders you mention consistently perform well...

It seems very odd really.

It could be interesting to set all sprinters with the exact same stats for leadout riders... Just to see if it's still the same picture.
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TheManxMissile
And one more question, were you running this as a brand new stage 1 each time, or as a single stage option like a classic? (can't quite tell from your intro)
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alexkr00
I've done some tests too, but I think it will be better to post them tomorrow and focus on cunego's scenarios for now.

I also observed that Podium Ambition, Volvo and eBuddy were the team making trains most of the time. Others would too but not so often so I don't think it's random which teams are making the trains. I suspect it might have something to do with the strength of the entire team, but I don't have anything concrete to base this on other than PA being the strongest team in the race and almost always having a train.
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cunego59
TheManxMissile wrote:
And one more question, were you running this as a brand new stage 1 each time, or as a single stage option like a classic? (can't quite tell from your intro)

I was running this as a stage race, so all four stages selected, but only ever ran the first. And started a new stage race every time.

SotD wrote:
It could be interesting to set all sprinters with the exact same stats for leadout riders... Just to see if it's still the same picture.

Not sure I understand. Do you mean give every leadout rider on every team the same stats? Or give every sprint captain the same stats and see if the same teams still have the leadouts?

I plan to do one more set of maybe 5-10 stages with the only change being that I take Petit and Stauff from Coquard, as a case study if he then tries to get into the sprint on his own. I'm also going to do a few simulations with the default Cyanide database, but probably not tomorrow, this was a bit exhausting Pfft
 
baseballlover312
Absolutely tremendous work cunego! Thank you so much for taking the time to run through these tests. That's a lot of work and is extremely helpful for all of us.

It seems this test has addressed two main questions:

1.) Sprint trains aren't hurting their sprinters, at least once we make the roads straight, wide and flat. That's good news!

2.) Whether you get to have a sprint train is not determined by actually having the strongest sprinter or team, according to Scenarios 2 and 3. That is not as good of news.

And we can also see that teams don't use the optimal combination of leadout riders for their trains, but that is nothing new for PCM. It has always been that way with AI as far as I can remember.

What I'm curious to figure out is why the game continually has the same teams setting up trains if its not based on team or individual strength. At least if setting up a train was fairly random among the top favorites each time, results might even out at least to some extent. But in this case it seems the game is choosing the teams by some invisible metric which favors the second tier riders. Figuring out what that metric would be key, but I have no idea how we would go about doing that, or if it's even possible.

Also interesting is that in Scenario 1, nobody made trains, but in Scenario 2+3, trains were made, but not by the stronger teams. If certain teams were simply predestined to make trains, why wouldn't they in Scenario 1 as well? Instead, they only did it when they were actually weaker in comparison. Perhaps there's some sort of stat variability which triggers train AI? I have no idea.
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alexkr00
cunego59 wrote:
I plan to do one more set of maybe 5-10 stages with the only change being that I take Petit and Stauff from Coquard, as a case study if he then tries to get into the sprint on his own.


This is something that I actually tested myself. Feel free to test it as well, but maybe you can go for other scenarios Smile

I will send you a PM with what I've been testing in case you don't want to repeat the scenarios Smile
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SotD
cunego59 wrote:
TheManxMissile wrote:
And one more question, were you running this as a brand new stage 1 each time, or as a single stage option like a classic? (can't quite tell from your intro)

I was running this as a stage race, so all four stages selected, but only ever ran the first. And started a new stage race every time.

SotD wrote:
It could be interesting to set all sprinters with the exact same stats for leadout riders... Just to see if it's still the same picture.

Not sure I understand. Do you mean give every leadout rider on every team the same stats? Or give every sprint captain the same stats and see if the same teams still have the leadouts?

I plan to do one more set of maybe 5-10 stages with the only change being that I take Petit and Stauff from Coquard, as a case study if he then tries to get into the sprint on his own. I'm also going to do a few simulations with the default Cyanide database, but probably not tomorrow, this was a bit exhausting Pfft


All leadout riders the same stats. So we isolate the sprinters with the exact same setup around them... If it's still the same sprinters getting the train then we'll know that 3 star favorites will not make trains, however the 2 star once will.

I'm really happy that you do this amount of work mate.
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cunego59
SotD wrote:
All leadout riders the same stats. So we isolate the sprinters with the exact same setup around them... If it's still the same sprinters getting the train then we'll know that 3 star favorites will not make trains, however the 2 star once will.

I'm really happy that you do this amount of work mate.

That's a good idea. While I'm thinking about it, it could also be interesting to swap the stats of for instance Coquard, Degenkolb and Swift with Grosu, Ahlstrand and Ewan to see if the cause for making sprint trains is actually being a 2 star favorite or if it has more to do with team composition.

That being said, for scenarios with stat changes, it would be cool if someone else could edit the DB accordingly. That would take a little bit of the work off my hands and I could focus on just running the races. Don't know if the ManGame cdb is available to anyone, but maybe a fellow reporter can do the edits Wink

I also want to echo bbl: It really does seem that sprint trains work, which is really neat. We just have to figure who sets them and why.
 
SotD
True. Just swapping the lead sprinter for the top 3 favorites and the 3 most succesful sprinters would do the trick. If they still get the train it's all about the sprinter, while if the 3 star favorites get the train it's about the team. That would be very interesting data.
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quadsas
What happens if you try to survice and form a train with control team?
deez
 
quadsas
quadsas wrote:
What happens if you try to survice and form a train with control team?


Also difficulty. Were not quick simming and theres a human team so difficulty affects cpu riders
deez
 
baseballlover312
quadsas wrote:
quadsas wrote:
What happens if you try to survice and form a train with control team?


Also difficulty. Were not quick simming and theres a human team so difficulty affects cpu riders


This is a good point. We've always kept it at normal in the past, but we never (at least to my knowledge) investigated how difficulty might affect AI differently in this version.
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Kentaurus
baseballlover312 wrote:
quadsas wrote:
quadsas wrote:
What happens if you try to survice and form a train with control team?


Also difficulty. Were not quick simming and theres a human team so difficulty affects cpu riders


This is a good point. We've always kept it at normal in the past, but we never (at least to my knowledge) investigated how difficulty might affect AI differently in this version.


Difficulty is still part of the .cdb and still does the same thing, just reducing users rider attributes based on level.
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cunego59
quadsas wrote:
What happens if you try to survice and form a train with control team?

The control team is far too weak to take part in the sprint. Also, its riders are usually retired at the beginning of the stage to so that they don't effect the race.

The difficulty was on normal, as is standard. Like Kent says, as far as I know it only changes the human attributes and doesn't interfere with the AI, and again, the human team is taken out of the equation as much as possible. Not sure what influence that would have, and even if there was something, what could be done about it.
 
alexkr00
I've been running some tests using the flat stage provided by Tamijo and the startlist from the Barbados Cycling Festival. The dataset is too small to make any certain conclusions, but I do believe it gives a better understanding on what works and what does not.

After some tests, I've started doing changes to the start list that will be explained as they were made. The changes focused on Podium Ambition (which I believed to have had the strongest setup in the race altogether) and Festina, which arguabally have the best sprinter in the game.

Every test also has some notes of things I observed during the sprint. Sorry for not redacting them and the typos in this post as I was quite tired after having run this thing 20 times. They should still give you a good idea of what was going on.

test1: stauff and petit tire themselves out very early and leave coquard alone, scully takes over who also tires himself out, then other two aker riders

Spoiler
1John DegenkolbIberia - Team Degenkolb3h55'14
2Bryan CoquardFestina - OAKAs.t.
3Ben SwiftAker - MOTs.t.
4Rick ZabelDesiguals.t.
5Caleb EwanPodium Ambitions.t.
6Eduard GrosueBuddys.t.
7Romain VanderbiestCarrefour - ESPNs.t.
8Oscar AvelinoDuolingos.t.
9Peter KennaughAir France - KLMs.t.
10Kris BoeckmansCampari/Asahi developments.t.
11Dylan GroenewegenAegon - Lavazzas.t.
12Oscar GueraoSPAR - Siam Cements.t.
13Andrea GuardiniFablok - Bank BGZs.t.
14Jonas AhlstrandVolvo acc. by Spotifys.t.
15Fabio SilvestreBerg Cycless.t.
16Janis DakterisAker - MOTs.t.
17Mark CavendishKraftwerk Man Machines.t.
18Pedro Merino CriadoIberia - Team Degenkolbs.t.
19Maurits LammertinkeBuddys.t.


test2: podium ambition set up quite an impressive train for ewan. Most sprinters (grosu, degenkolb, swift) followed it with. Coquard chose to follow his own train, but they could not really breakaway from the pack and make an impact and they stayed behind those following the Podium Ambition train.
Inside the last kilometer Roeledants had a fantastic outburst of speed to leave the train Podium ambition train way behind as he was leading out for Ahlstrand. He even looked like winning but he was completely empty and slowed down quit a bit right before the finish line.

Spoiler
1Jonas AhlstrandVolvo acc. by Spotify3h59'16
2Romain VanderbiestCarrefour - ESPNs.t.
3Jurgen RoelandtsVolvo acc. by Spotifys.t.
4John DegenkolbIberia - Team Degenkolbs.t.
5Caleb EwanPodium Ambitions.t.
6Fabio SilvestreBerg Cycless.t.
7Ben SwiftAker - MOTs.t.
8Eduard GrosueBuddys.t.
9Mark CavendishKraftwerk Man Machines.t.
10Kenji ItamiRakuten Pro Cyclings.t.
11Bryan CoquardFestina - OAKAs.t.
12Oscar AvelinoDuolingos.t.
13Peter KennaughAir France - KLMs.t.
14Kris BoeckmansCampari/Asahi developments.t.
15Oscar GueraoSPAR - Siam Cements.t.
16Danilo KupfernagelBerg Cycless.t.
17Andrea GuardiniFablok - Bank BGZs.t.
18Maurits LammertinkeBuddys.t.
19Willie SmitEA Vesuvios.t.
20Dylan GroenewegenAegon - Lavazzas.t.


test3: oss for swift vs festina. Everyone seems to be on the festina train, except ewan and grosu who trusted their leadouts but they are way behind the festina train was amazingly fast. Even swift jumped wheels, but they left cuquard out alone with 1km to go and it was clearly too soon.

Spoiler
1Peter KennaughAir France - KLM4h02'42
2Dylan GroenewegenAegon - Lavazzas.t.
3Mark CavendishKraftwerk Man Machines.t.
4John DegenkolbIberia - Team Degenkolbs.t.
5Oscar AvelinoDuolingos.t.
6Bryan CoquardFestina - OAKAs.t.
7Ben SwiftAker - MOTs.t.
8Kenji ItamiRakuten Pro Cyclings.t.
9Oscar GueraoSPAR - Siam Cements.t.
10Romain VanderbiestCarrefour - ESPNs.t.
11Eduard GrosueBuddys.t.
12Kris BoeckmansCampari/Asahi developments.t.
13Andreas StauffFestina - OAKAs.t.
14Tom ScullyAker - MOTs.t.
15Marco BruseBuddys.t.
16Ricki NelsonPodium Ambitions.t.
17Julian AlaphilippePodium Ambitions.t.
18Rick ZabelDesiguals.t.
19Caleb EwanPodium Ambitions.t.
20Giacomo NizzoloRepsol - Netflixs.t.


test 4: no trains, iberia tried something but failed with people attacking in the last kilometers. 2km to go Nelson puts on an amazing sprint adn Ewan follows him. Those that were quick to jump on than train (Grosu, Swift and Zabel) all tire themselves out as Ewan is left alone 1k to go

Spoiler
1Jonas AhlstrandVolvo acc. by Spotify3h57'03
2John DegenkolbIberia - Team Degenkolbs.t.
3Fabio SilvestreBerg Cycless.t.
4Dylan GroenewegenAegon - Lavazzas.t.
5Ben SwiftAker - MOTs.t.
6Mark CavendishKraftwerk Man Machines.t.
7Rick ZabelDesiguals.t.
8Oscar AvelinoDuolingos.t.
9Andrea GuardiniFablok - Bank BGZs.t.
10Caleb EwanPodium Ambitions.t.
11Peter KennaughAir France - KLMs.t.
12Ismael KipAndorra Cycling Projects.t.
13Oscar GueraoSPAR - Siam Cements.t.
14Eduard GrosueBuddys.t.
15Danilo KupfernagelBerg Cycless.t.
16Yudai ArashiroRakuten Pro Cyclings.t.
17Davide AppollonioCarlsberg - Danske Banks.t.
18Maxime VantommeMinionss.t.
19Benedikt MundleSauber Petronas Racings.t.
20Patrick NaudCampari/Asahi developments.t.


test 5: 3 clear trains with 3 riders by Festina, Aker and Iberia. Podium are also trying but they are not as fast

Spoiler
1John DegenkolbIberia - Team Degenkolb4h01'58
2Dylan GroenewegenAegon - Lavazzas.t.
3Bryan CoquardFestina - OAKAs.t.
4Ben SwiftAker - MOTs.t.
5Kris BoeckmansCampari/Asahi developments.t.
6Ricki NelsonPodium Ambitions.t.
7Caleb EwanPodium Ambitions.t.
8Oscar GueraoSPAR - Siam Cements.t.
9Peter KennaughAir France - KLMs.t.
10Mark CavendishKraftwerk Man Machines.t.
11Oscar AvelinoDuolingos.t.
12Eduard GrosueBuddys.t.
13Andrea GuardiniFablok - Bank BGZs.t.
14Yudai ArashiroRakuten Pro Cyclings.t.
15Pedro Merino CriadoIberia - Team Degenkolbs.t.
16Andreas StauffFestina - OAKAs.t.
17Tom ScullyAker - MOTs.t.
18Kenji ItamiRakuten Pro Cyclings.t.
19Maurits LammertinkeBuddys.t.
20Ho-Ting KwokAir France - KLMs.t.


Starlist change From my experience with the game, it might be better if the first rider in the 3men train is a good flat rider, not necesarely a sprinter. Floris Gerts and Fernando Gaviria replace Petit and Stauff in the Festina line-up

test 6: podium ambition set up a very high pace in the pack and made a split. They seem to be the only one with leadouts left in the group. Coquard is asking for water with 7 km to go. Podium control the sprint with everyone following them.
Nelson was forced to leave Ewan alone quite early. Coquard was really fast inside the last kilometer and could have won but there was no gap for him to get trhough in a very close finish

Spoiler
1Rick ZabelDesigual3h54'58
2Mark CavendishKraftwerk Man Machines.t.
3Romain VanderbiestCarrefour - ESPNs.t.
4Jonas AhlstrandVolvo acc. by Spotifys.t.
5Oscar AvelinoDuolingos.t.
6Bryan CoquardFestina - OAKAs.t.
7Caleb EwanPodium Ambitions.t.
8Oscar GueraoSPAR - Siam Cements.t.
9John DegenkolbIberia - Team Degenkolbs.t.
10Ben SwiftAker - MOTs.t.
11Andrea GuardiniFablok - Bank BGZs.t.
12Eduard GrosueBuddys.t.
13Peter KennaughAir France - KLMs.t.
14Kris BoeckmansCampari/Asahi developments.t.
15Kenji ItamiRakuten Pro Cyclings.t.
16Fabio SilvestreBerg Cycless.t.
17Yudai ArashiroRakuten Pro Cyclings.t.
18Maurits LammertinkeBuddys.t.
19Juan Abenhamar Gallego MartinIberia - Team Degenkolbs.t.
20Benedikt MundleSauber Petronas Racings.t.


test 7: no coherent trains. eBuddy, podium, iberia and volvo try to form but nothing conherent and it's pretty much everyone for himself inside the last kilometer.

Spoiler
1Ben SwiftAker - MOT3h58'04
2Peter KennaughAir France - KLMs.t.
3Eduard GrosueBuddys.t.
4Bryan CoquardFestina - OAKAs.t.
5Romain VanderbiestCarrefour - ESPNs.t.
6Mark CavendishKraftwerk Man Machines.t.
7John DegenkolbIberia - Team Degenkolbs.t.
8Danilo KupfernagelBerg Cycless.t.
9Fabio SilvestreBerg Cycless.t.
10Oscar GueraoSPAR - Siam Cements.t.
11Kenji ItamiRakuten Pro Cyclings.t.
12Caleb EwanPodium Ambitions.t.
13Dylan GroenewegenAegon - Lavazzas.t.
14Jonas AhlstrandVolvo acc. by Spotifys.t.
15Rick ZabelDesiguals.t.
16Kris BoeckmansCampari/Asahi developments.t.
17Mohamed Harrif SallehSauber Petronas Racings.t.
18Ho-Ting KwokAir France - KLMs.t.
19Pedro Merino CriadoIberia - Team Degenkolbs.t.
20Marco BruseBuddys.t.


Start list change Gerts is not doing any attempts at helping with the Festina train. Time to replace him with a better sprinter. Van Avermaet in, Gerts out

test 8: eBuddy, volvo, podium trains

Spoiler
1John DegenkolbIberia - Team Degenkolb3h59'48
2Jonas AhlstrandVolvo acc. by Spotifys.t.
3Oscar GueraoSPAR - Siam Cements.t.
4Oscar AvelinoDuolingos.t.
5Bryan CoquardFestina - OAKAs.t.
6Caleb EwanPodium Ambitions.t.
7Ho-Ting KwokAir France - KLMs.t.
8Peter KennaughAir France - KLMs.t.
9Eduard GrosueBuddys.t.
10Yudai ArashiroRakuten Pro Cyclings.t.
11Benedikt MundleSauber Petronas Racings.t.
12Andrea GuardiniFablok - Bank BGZs.t.
13Kris BoeckmansCampari/Asahi developments.t.
14Mohamed Harrif SallehSauber Petronas Racings.t.
15Ricki NelsonPodium Ambitions.t.
16Kenji ItamiRakuten Pro Cyclings.t.
17Ismael KipAndorra Cycling Projects.t.
18Marco BruseBuddys.t.
19Vincente Garcia De MateosControl Teams.t.
20Romain VanderbiestCarrefour - ESPNs.t.


Startlist change Podium Ambition seem to always be at the front and more often than not they are setting up a sprint train. It looks to me like Nelson's low resistence stat is making him only stay in front for a very short time, leaving Ewan alone way too early. Nelson out, Lahcen Saber in

test 9: everyone seems to be all over the place. Trains are trying to be formed but no one can get their neck out. Gaviria is finally with Coquard. Swift is the only one to seem to be getting a proper lead out but is left out in the wind too early

Spoiler
1Caleb EwanPodium Ambition3h57'21
2Eduard GrosueBuddys.t.
3Oscar GueraoSPAR - Siam Cements.t.
4Jonas AhlstrandVolvo acc. by Spotifys.t.
5Mark CavendishKraftwerk Man Machines.t.
6Kris BoeckmansCampari/Asahi developments.t.
7Fabio SilvestreBerg Cycless.t.
8Ben SwiftAker - MOTs.t.
9John DegenkolbIberia - Team Degenkolbs.t.
10Andrea GuardiniFablok - Bank BGZs.t.
11Fernando GaviriaFestina - OAKAs.t.
12Bryan CoquardFestina - OAKAs.t.
13Romain VanderbiestCarrefour - ESPNs.t.
14Peter KennaughAir France - KLMs.t.
15Oscar AvelinoDuolingos.t.
16Lahcen SaberPodium Ambitions.t.
17Dylan GroenewegenAegon - Lavazzas.t.
18Danilo KupfernagelBerg Cycless.t.
19Kenji ItamiRakuten Pro Cyclings.t.
20Ho-Ting KwokAir France - KLMs.t.


test 10: volve, ebuddy, podium. Coquard behind ewan, swift behind grosu

Spoiler
1Ben SwiftAker - MOT3h59'56
2Bryan CoquardFestina - OAKAs.t.
3Jonas AhlstrandVolvo acc. by Spotifys.t.
4Caleb EwanPodium Ambitions.t.
5Eduard GrosueBuddys.t.
6Oscar AvelinoDuolingos.t.
7Dylan GroenewegenAegon - Lavazzas.t.
8Mohamed Harrif SallehSauber Petronas Racings.t.
9Oscar GueraoSPAR - Siam Cements.t.
10Mark CavendishKraftwerk Man Machines.t.
11Kenji ItamiRakuten Pro Cyclings.t.
12John DegenkolbIberia - Team Degenkolbs.t.
13Lahcen SaberPodium Ambitions.t.
14Ho-Ting KwokAir France - KLMs.t.
15Marco BruseBuddys.t.
16Jurgen RoelandtsVolvo acc. by Spotifys.t.
17Kris BoeckmansCampari/Asahi developments.t.
18Rick ZabelDesiguals.t.
19Peter KennaughAir France - KLMs.t.
20Romain VanderbiestCarrefour - ESPNs.t.


Start list change Coquard is rarely getting a train, while Ewan almost always has one. Is it the team or the sprinter responsible for this? Ewan and Coquard switch teams

test 11: festina do make a train this time (barbier, gaviria, ewan). they and podium are pretty much the strongest

Spoiler
1Bryan CoquardPodium Ambition3h55'10
2Jonas AhlstrandVolvo acc. by Spotifys.t.
3Peter KennaughAir France - KLMs.t.
4Caleb EwanFestina - OAKAs.t.
5Dylan GroenewegenAegon - Lavazzas.t.
6Mark CavendishKraftwerk Man Machines.t.
7Oscar GueraoSPAR - Siam Cements.t.
8Fabio SilvestreBerg Cycless.t.
9Romain VanderbiestCarrefour - ESPNs.t.
10Ho-Ting KwokAir France - KLMs.t.
11Lahcen SaberPodium Ambitions.t.
12Fernando GaviriaFestina - OAKAs.t.
13Eduard GrosueBuddys.t.
14Kenji ItamiRakuten Pro Cyclings.t.
15Davide AppollonioCarlsberg - Danske Banks.t.
16Jurgen RoelandtsVolvo acc. by Spotifys.t.
17Maurits LammertinkeBuddys.t.
18Kris BoeckmansCampari/Asahi developments.t.
19Ben SwiftAker - MOTs.t.
20Andrea GuardiniFablok - Bank BGZs.t.


test 12: volvo, ebuddy and podium. ewan isolated and quite far back

Spoiler
1Bryan CoquardPodium Ambition3h58'16
2Ben SwiftAker - MOTs.t.
3Eduard GrosueBuddys.t.
4Dylan GroenewegenAegon - Lavazzas.t.
5Jurgen RoelandtsVolvo acc. by Spotifys.t.
6Jonas AhlstrandVolvo acc. by Spotifys.t.
7Mark CavendishKraftwerk Man Machines.t.
8John DegenkolbIberia - Team Degenkolbs.t.
9Oscar AvelinoDuolingos.t.
10Kris BoeckmansCampari/Asahi developments.t.
11Maxime VantommeMinionss.t.
12Fabio SilvestreBerg Cycless.t.
13Ho-Ting KwokAir France - KLMs.t.
14Lahcen SaberPodium Ambitions.t.
15Maurits LammertinkeBuddys.t.
16Sten StenersenVolvo acc. by Spotifys.t.
17Dennis Van WindenSPAR - Siam Cements.t.
18Patrick NaudCampari/Asahi developments.t.
19Juan Abenhamar Gallego MartinIberia - Team Degenkolbs.t.
20Johann van ZylKraftwerk Man Machines.t.


test 13: aker, ebuddy and volvo are trying but everything is too packed toghether and everyone is all over the place

Spoiler
1Ben SwiftAker - MOT3h57'02
2Eduard GrosueBuddys.t.
3Fabio SilvestreBerg Cycless.t.
4Rick ZabelDesiguals.t.
5Jurgen RoelandtsVolvo acc. by Spotifys.t.
6Yudai ArashiroRakuten Pro Cyclings.t.
7Marildo YzeirajAker - MOTs.t.
8Oscar AvelinoDuolingos.t.
9Sten StenersenVolvo acc. by Spotifys.t.
10Dennis Van WindenSPAR - Siam Cements.t.
11Benedikt MundleSauber Petronas Racings.t.
12Johann van ZylKraftwerk Man Machines.t.
13Peter KennaughAir France - KLMs.t.
14Patrick NaudCampari/Asahi developments.t.
15Oscar GueraoSPAR - Siam Cements.t.
16Danilo KupfernagelBerg Cycless.t.
17Jonas AhlstrandVolvo acc. by Spotifys.t.
18Laurens De VreeseKraftwerk Man Machines.t.
19Maurits LammertinkeBuddys.t.
20Elias AfewerkiEA Vesuvios.t.


test 14: ebuddy and podium. other sprinters happy to follow either train

Spoiler
1Ben SwiftAker - MOT4h05'43
2Bryan CoquardPodium Ambitions.t.
3Eduard GrosueBuddys.t.
4Dylan GroenewegenAegon - Lavazzas.t.
5Peter KennaughAir France - KLMs.t.
6Mark CavendishKraftwerk Man Machines.t.
7John DegenkolbIberia - Team Degenkolbs.t.
8Kris BoeckmansCampari/Asahi developments.t.
9Romain VanderbiestCarrefour - ESPNs.t.
10Jonas AhlstrandVolvo acc. by Spotifys.t.
11Caleb EwanFestina - OAKAs.t.
12Danilo KupfernagelBerg Cycless.t.
13Rick ZabelDesiguals.t.
14Andrea GuardiniFablok - Bank BGZs.t.
15Yudai ArashiroRakuten Pro Cyclings.t.
16Oscar AvelinoDuolingos.t.
17Oscar GueraoSPAR - Siam Cements.t.
18Ho-Ting KwokAir France - KLMs.t.
19Fabio SilvestreBerg Cycless.t.
20Ismael KipAndorra Cycling Projects.t.


test 15: only one train and everyone is following it: volvo. Coquard quite behind in the pecking order. Festina tried to put something together but it failed apart and Ewan is further back

Spoiler
1John DegenkolbIberia - Team Degenkolb3h56'59
2Ben SwiftAker - MOTs.t.
3Dylan GroenewegenAegon - Lavazzas.t.
4Eduard GrosueBuddys.t.
5Bryan CoquardPodium Ambitions.t.
6Kenji ItamiRakuten Pro Cyclings.t.
7Jonas AhlstrandVolvo acc. by Spotifys.t.
8Peter KennaughAir France - KLMs.t.
9Rick ZabelDesiguals.t.
10Oscar GueraoSPAR - Siam Cements.t.
11Romain VanderbiestCarrefour - ESPNs.t.
12Mark CavendishKraftwerk Man Machines.t.
13Kris BoeckmansCampari/Asahi developments.t.
14Oscar AvelinoDuolingos.t.
15Caleb EwanFestina - OAKAs.t.
16Andrea GuardiniFablok - Bank BGZs.t.
17Jurgen RoelandtsVolvo acc. by Spotifys.t.
18Lahcen SaberPodium Ambition+ 45
19Fabio SilvestreBerg Cycless.t.
20Willie SmitEA Vesuvios.t.


Start list change Coquard seems to be more consistent since joining Podium Ambition and very strong when Saber has been lead in him out. Saber is a beast for sure, but is he the sole man responsible for this? Time to replace him with a weaker lead out. Saber out, Jon Aberasturi in

test 16: podium vs ebuddy. swift is behind podium, groenewegen behind ebuddy. Ewan caught further back

Spoiler
1Bryan CoquardPodium Ambition3h56'51
2Peter KennaughAir France - KLMs.t.
3John DegenkolbIberia - Team Degenkolbs.t.
4Eduard GrosueBuddys.t.
5Dylan GroenewegenAegon - Lavazzas.t.
6Ben SwiftAker - MOTs.t.
7Kris BoeckmansCampari/Asahi developments.t.
8Oscar AvelinoDuolingos.t.
9Rick ZabelDesiguals.t.
10Maxime VantommeMinionss.t.
11Oscar GueraoSPAR - Siam Cements.t.
12Ho-Ting KwokAir France - KLMs.t.
13Romain VanderbiestCarrefour - ESPNs.t.
14Caleb EwanFestina - OAKAs.t.
15Andrea GuardiniFablok - Bank BGZs.t.
16Davide AppollonioCarlsberg - Danske Banks.t.
17Maurits LammertinkeBuddys.t.
18Jon AberasturiPodium Ambitions.t.
19Patrick NaudCampari/Asahi developments.t.
20Fabio SilvestreBerg Cycless.t.


test 17: volvo dominated this by a long shot. Grosu right behind them, Coquard is brought in Grosu's wheel by a team - mate. Others follow in line

Spoiler
1Eduard GrosueBuddy4h02'44
2John DegenkolbIberia - Team Degenkolbs.t.
3Caleb EwanFestina - OAKAs.t.
4Jonas AhlstrandVolvo acc. by Spotifys.t.
5Ben SwiftAker - MOTs.t.
6Bryan CoquardPodium Ambitions.t.
7Andrea GuardiniFablok - Bank BGZs.t.
8Mark CavendishKraftwerk Man Machines.t.
9Dylan GroenewegenAegon - Lavazzas.t.
10Rick ZabelDesiguals.t.
11Mohamed Harrif SallehSauber Petronas Racings.t.
12Oscar AvelinoDuolingos.t.
13Romain VanderbiestCarrefour - ESPNs.t.
14Oscar GueraoSPAR - Siam Cements.t.
15Kris BoeckmansCampari/Asahi developments.t.
16Ho-Ting KwokAir France - KLMs.t.
17Kenji ItamiRakuten Pro Cyclings.t.
18Danilo KupfernagelBerg Cycless.t.
19Jurgen RoelandtsVolvo acc. by Spotifys.t.
20Marildo YzeirajAker - MOTs.t.


Startlist change Festina seem to be doing even worse in terms of train with this set up than their original lead-out. Time to make it back to 3 sprinters. Petit in, Van Avermaet out

test 18: festina vs podium. grosu and groenewegen behind podium. degenkolb behind podium

Spoiler
1Bryan CoquardPodium Ambition3h58'22
2John DegenkolbIberia - Team Degenkolbs.t.
3Caleb EwanFestina - OAKAs.t.
4Eduard GrosueBuddys.t.
5Oscar GueraoSPAR - Siam Cements.t.
6Ben SwiftAker - MOTs.t.
7Dylan GroenewegenAegon - Lavazzas.t.
8Rick ZabelDesiguals.t.
9Jonas AhlstrandVolvo acc. by Spotifys.t.
10Mark CavendishKraftwerk Man Machines.t.
11Oscar AvelinoDuolingos.t.
12Andrea GuardiniFablok - Bank BGZs.t.
13Romain VanderbiestCarrefour - ESPNs.t.
14Coen VermeltfoorteBuddys.t.
15Fabio SilvestreBerg Cycless.t.
16Fernando GaviriaFestina - OAKAs.t.
17Peter KennaughAir France - KLMs.t.
18Kenji ItamiRakuten Pro Cyclings.t.
19Maurits LammertinkeBuddys.t.
20Kris BoeckmansCampari/Asahi developments.t.


test 19: 4 trains: ebuddy and podium slightly better than festina and aker

Spoiler
1Bryan CoquardPodium Ambition4h12'56
2Eduard GrosueBuddys.t.
3Ben SwiftAker - MOTs.t.
4Mark CavendishKraftwerk Man Machines.t.
5Caleb EwanFestina - OAKAs.t.
6Tom ScullyAker - MOTs.t.
7Mohamed Harrif SallehSauber Petronas Racings.t.
8Kenji ItamiRakuten Pro Cyclings.t.
9Romain VanderbiestCarrefour - ESPNs.t.
10Andrea GuardiniFablok - Bank BGZs.t.
11Peter KennaughAir France - KLMs.t.
12Fernando GaviriaFestina - OAKAs.t.
13Dylan GroenewegenAegon - Lavazzas.t.
14Oscar GueraoSPAR - Siam Cements.t.
15Danilo KupfernagelBerg Cycless.t.
16Kris BoeckmansCampari/Asahi developments.t.
17Jon AberasturiPodium Ambitions.t.
18Oscar AvelinoDuolingos.t.
19Rick ZabelDesiguals.t.
20Marco BruseBuddys.t.


test 20: festina, ebuddy and volvo, with podium putting up a great fight to make up the ground

Spoiler
1Eduard GrosueBuddy4h02'44
2John DegenkolbIberia - Team Degenkolbs.t.
3Jonas AhlstrandVolvo acc. by Spotifys.t.
4Romain VanderbiestCarrefour - ESPNs.t.
5Bryan CoquardPodium Ambitions.t.
6Caleb EwanFestina - OAKAs.t.
7Ben SwiftAker - MOTs.t.
8Oscar GueraoSPAR - Siam Cements.t.
9Kris BoeckmansCampari/Asahi developments.t.
10Ismael KipAndorra Cycling Projects.t.
11Fabio SilvestreBerg Cycless.t.
12Oscar AvelinoDuolingos.t.
13Ho-Ting KwokAir France - KLMs.t.
14Peter KennaughAir France - KLMs.t.
15Fernando GaviriaFestina - OAKAs.t.
16Mark CavendishKraftwerk Man Machines.t.
17Kenji ItamiRakuten Pro Cyclings.t.
18Rick ZabelDesiguals.t.
19Lluis MasRepsol - Netflixs.t.
20Dylan GroenewegenAegon - Lavazzas.t.

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