All Marble League Teams Ranked with zscores PART TWO, also I present my spreadsheet with all the data at the end

All Marble League Teams Ranked with zscores PART TWO, also I present my spreadsheet with all the data at the end

lets start where I left off

16. Snowballs (0.02)

One of the best teams post 2022, although my rankings suggest their only bad seasons were 2020 and 2021, they weren't that bad and when they actually made it to main league they proved that.

15. Rojo Rollers (0.023)

The Rollers are not as bad as they seem, with above average performances every year except 2020, 2021 and 2025, only if they consistently qualified, 2023 proved what they can do in main league

14. Kobalts (0.024)

While they are a bit inconsistent, with very good showdowns and very bad ones, they don't deserve to be a permanent showdown team and their 2025 win proved that

13. Green Ducks (0.03)

Their last 2 performances, especially 2025 were mediocre to say the least, and a disaster 2020 lowers their ranking, remember bad performances in leagues are much more punishing then being bad in showdown, same logic applies for being good in league or showdown. Even their 2019 isn't valued that highly by zscores, its in top 20 all-time but it was not a 200 point performance

12. Shining Swarm (0.033)

One of the most underrated teams, if you look at their league performances by points they have been good 3/4 years, only if they werent bad at showdown or qualifiers, and their 2026 relegation doesnt help

11. Turtle Sliders (0.039)

uhhhh yeah im not sure if I agree with this and the next team, they are the 2 teams I disagree with in this ranking, well I'll explain why they are 11th, 5/8 of their showdowns have been above average with 4 of them (22,23,25,26) being quite good, they need to justify their position with a main league performance though. However this ranking suggests that they probably wont be bad if they qualify

10. Wolfpack (0.04)

They are carried by their recent showdown which was really good and since they only have 1 league performance it impacts more in their average, if they can translate that showdown to the league their position will be justified

9. Bumblebees (0.05)

Only including Summer Leagues they would be 6th, ahead of the Speeders, (I'll get there), Since the merger they have been consistently good, with 1st zscore in 2023 and 2nd in 2026.

8. Black Jacks (0.07)

In their first years, their only below average one has been 2023, even 2026 was above average, they got really unlucky there they had good times/scores every event but they couldn't translate that to meaningful points. They also had that problem in 2025 to a lesser extent, in fact they were top 2 in averages until Sand Rally.

Fun Fact: Their zscores for 2025 and 2026 are better than 2024

7. Crazy Cat's Eyes (0.09)

The M1 goats are good in the league too, helped by them not having a truly bad performance, league or showdown. Their zscore victory in 2024 is their best showing, better than their 2023 championship which was barely above average and was the worst championship of all-time

6. Gliding Glaciers (0.10)

Now the most underrated team in JMR, also the unluckiest, they have underperformed their zscore every year, in placements, even when they do bad zscore wise their actual placement is worse. Their 2021 league is top 15 all time, helped by the fact I don't consider DNFs for averages. From there they have been above average every year except 2023. Now if their times actually were points they could do something but until then people will look at them as an irrelevant mid team

5. Savage Speeders (0.11)

They would be 2nd all-time without their 7th worst all-time disaster performance this year. Even then there were signs they weren't as good as they seemed. their zscore placements being from 2016: 4th, 2nd, 1st, 7th, 5th, 14th, 4th, 3rd, 11th, 6th, 16th. Good placements, but they usually overperform in reality. However if they perform like they did before this year they should be able to contend for next league's championship

4. Pinkies (0.12)

From 2021, best team but their showings prior (especially 2019) lower their placement. They have podiumed 3 times in zscores (1st 22, 26 and 2nd 23) and their recent performance nearly beat 2022's average. I will not be surprised if they get top 5 in 2027

3. Team Galactic (0.13)

Maybe the most consistent team in JMR, or 2nd to the team above them. In their start they were mid, usually having 8-11th best average in their leagues. But after 2019 their zscore placements have been: 4th, 4th SD, 2nd, 4th, 10th, 2nd, 10th SD, they have the same problem as the Glaciers and Jacks though, well atleast they came close to winning once

2. Raspberry Racers (0.15)

After a disaster 2025 they came back in 2026 with their 2nd best showing yet. Helped by their 2019 best all-time, which gaps 2nd place 2017 O'rangers (0.95 to 0.67). the gap from 2nd to 13th is about the same as the one from 2nd to 1st. Even then they have been a consistent top half team that is mostly near the top of the leaderboard

The gap from 2nd to 1st is about the same as from 2nd to 7th

drumroll please.......

1. O'Rangers (0.23)

While in their last 4 years they have performed like the 10-12th best team. up to 2022 they were unrivaled, their zscore placements from 2016 being: 3rd, 1st, 2nd, 4th, 1st, 10th, 3rd, 11th, 10th SD, 5th, 6th SD

They could have won 2025 if they didn't choke Sand Rally but 5 podiums is crazy. Their worst league performance is -0.03 in 2023, compared to the Speeders' -0.50 in 2026 or the Razzies' -0.37 in 2025. Qualifiers are the biggest problem for them recently, they wouldnt have qualified for 2025 if they werent hosts and they barely made it to 2022. They would have had an even better score if they made it to 24 and 26 as they do way better in league than showdown. They are the best team despite how washed they seem

A League victory in 2027 would help them prove that, if they can even qualify

Spreadsheet: ML Power Rankings

u/ArandomFan168 — 8 days ago

All Marble League Teams ranked by average z-score all-time, Why Teams are better (or worse) than you think (PART ONE)

This is a ranking of every team's average z-score across every event they have been in, with a bonus to teams that have qualified, its (sum of all z-scores in league and showdown/total amount of events they could have participated in), so teams get rewarded for qualifying more

After the second part I will post the spreadsheet with all the data

Some teams's rankings really surprised me so here we go

32. Balls of Chaos (-0.19)

This one shouldn't be that surprising, they are the worst team by far and im surprised this is their first relegation. Up to 2019 they werent that bad, but after that they have been bottom 4 in zscores every competition except in 2024ml

31. Solar Flares (-0.12)

With how their first few years went this isn't a bad placement for them, their last league performance was their best ever and if they continue like this they can become a lower mid team

30. Limers (-0.11)

Yeah this doesn't need an explanation

29. Oceanics (-0.10)

While their new roster has turned them from the worst team to a mid team atleast z-score wise, their previous results are enough to put them in 29th overall

28. Jungle Jumpers (-0.064)

In z-scores, they have always been a mid team. Their performances in 2019 and 2024 were downgraded to 13th and 14th. And their showdowns have never been good or bad, always mid

27. Jawbreakers (-0.057)

They have been a bad team historically, but their showdown performance has been their best performance so far so they have a promising future

26. Thunderbolts (-0.04)

After 2021, they have been BoC levels of bad. Before their recent performances you could even say they were a good team, but their pace rn is not good and I dont see any signs of improvement (Their recent showdown was 14th in zscores btw)

25. Hazers (-0.03)

Probably the first controversial placement on this list. Similar to like half of the teams down here, they've had a downfall post 2021, they were the worst team in 2022 showdown, their only good performance after that was a 2025 showdown 3rd.

24. Team Plasma (-0.025)

After a promising 2022 showdown this team just fell flat and they havent done anything noteworthy since then, an 8th best zscore for 2026 is good so they can only go up I guess

23. Team Primary (-0.023)

Honestly they should stay in the showdown their league performances are BoC level, except 2022 which was fine ig

22. Midnight Wisps (-0.02)

Like 5th team who has had a downfall. lets see their placements in zscore: 4th, 3rd, 14th, 3rd, 8th SD, 15th, 8th, 13th SD, 10th, 15th SD, in 10 seasons theyve had 3 good performances, even if those were really good, their 4th best performance is mid and their worst are reallllly bad

21. Mellow Yellow (-0.018)

This one surprised me ngl, considering they have 2 zscore championships (2025 and 2016), but looking at their scores it makes sense, 2025 was the worst winner ever in this and apart from those outliers they tend to gravitate between 0.1 and -0.1 in avg zscores, (apart from 2020) despite being extremely inconsistent with normal scoring in this they are consistently average

20. Indigo Stars (-0.013)

If their 2024 showdown performance was removed they would be close to top 10, and that is considering showdown performances arent weighted much, but a -0.99 in one of them still hurts, not the worst one tho, (Rockets got -1.16 in 2025). Apart from that they have been a solid team, even if their result this league isnt reflected in zscores (they got 6th)

19. Chocolatiers (-0.01)

They are good in showdown and meh in main league, guess thats enough for 19th, most average team

18. Team Momo (0.00)

I was surprised by this one because theyve had 6/10 positive zscore performances, (if you are getting lost on what zscore means a positive one means above average), but most of their positive scores are close to 0, and they have only 2 top half leagues, 2024 and 2023.

17. Minty Maniacs (0.005)

Best of the second half, they are hard carried by their 7th best all-time performance in 2020. Without that they would be below the Bolts, it also helps them that they havent had a disaster league, like many of the teams below them

And thats it for the second half teams, the teams in the first half are: Savage Speeders, Turtle Sliders (I can explain), Wolfpack, Raspberry Racers, Pinkies, Rojo Rollers, Kobalts, Green Ducks, Shining Swarm, O'rangers, Black Jacks, Bumblebees, Gliding Glaciers, CCE, Kobalts and Team Galactic

Try to guess the order, 3rd 5th and 6th are unusual compared to other lists for different reasons

reddit.com
u/ArandomFan168 — 13 days ago

Marble League 2026 Power Rankings

A new season of ml has ended with the second ever repeat champion after the Stars choked the league in the last event, anyway these were the best and worst event performances of the league. I will highlight performances in top 10 best or worst all-time

Top 10 Best Event Performances

  1. Underwater Race - Smoggy (Hazers) 2.25
  2. Halfpipe - Kobalts 2.16
  3. Relay - Snowballs 2.12
  4. Balancing - Solar Flares 1.89
  5. Halfpipe - Solar Flares 1.88
  6. Funnel Endurance - Rezzy (Raspberry Racers) 1.64
  7. Balancing - Indigo Stars 1.62
  8. Short-track - Yellup (Mellow Yellow) 1.57
  9. Bowling - Bingo & Gogo (Indigo Stars) 1.56
  10. Halfpipe - Pinkies 1.55

Honorable Mentions: Indigo Stars Swing Wave and CCE Funnels

Top 10 Worst Event Performances

  1. Sumo - Savage Speeders -2.98 (3rd Worst all-time)
  2. Archery - Savage Speeders -2.68 (7th Worst all-time)
  3. Sprint - Blaze (Solar Flares) -2.52
  4. Sand Rally - Smoggy (Hazers) -2.48
  5. Swing Wave - Hazers -2.47 (this happens when you sum wave scores)
  6. Funnel Endurance - Yeller (Mellow Yellow) -2.24
  7. Hurdles - Ember (Solar Flares) -2.20
  8. Stone Toss - Hazers -2.12
  9. Hurdles - Royal (Kobalts) -1.96
  10. Short-track - Whizzy (Savage Speeders) -1.88

Dis-Honorable Mentions: Chocolatiers Javelin and Savage Speeders Balancing

Average z-score by Team across all 16 events

N Teams z-score
1 Pinkies 0.46
2 Bumblebees 0.37
3 Raspberry Racers 0.20
4 Snowballs 0.12
5 Black Jacks 0.10
6 Indigo Stars 0.05
7 Crazy Cat's Eyes 0.03
8 Team Plasma 0.00
9 Green Ducks -0.02
10 Solar Flares -0.03
11 Oceanics -0.03
12 Kobalts -0.06
13 Mellow Yellow -0.14
14 Chocolatiers -0.23
15 Hazers -0.32
16 Savage Speeders -0.50
  • Overperformers relative to actual position: Speeders (+1), Hazers (+11!, genuinely how), Mellow Yellow (+5), Kobalts (+1), Oceanics (+2), Flares (+3), Stars (+4), Snowballs (+1)
  • Underperformers: Chocs (-2), Ducks (-5), Plasma (-2), CCE (-6), Jacks (-7), Razzies (-2), Bees (-4)

Fun Facts

  • Speeders performance is 7th worst all time, only beaten by 2020 BoC, Yellow and Hornets, 2019 Pinkies and Oceanics and 2022 BoC, thats how bad it was
  • Pinkies and Bumblebees got the 9th and 15th best performances respectively
  • Stars, Flares, Snowballs and Plasma had their best performance ever, also Razzies and Pinkies had their 2nd best, On the other hand Speeders and Hazers had their worst ever
  • This is the 3rd podium for Pinkies in Z-score rankings, following 1st in 2022 and 2nd in 2023. the 2nd for the Bees following victory in 2023, and the 2nd for the Razzies following their 2019 record first
  • Speeders are 4th best team rn, atleast in z-score, O's have always been better, and Razzies and Pinkies beat them with this performance

That's it, see you when I post a ranking of teams using these scores

reddit.com
u/ArandomFan168 — 15 days ago

Marble League 2026 Showdown Power Rankings

Last Post eliminated because no spoiler tag lol

2 Champions and a silver medalist relegated conclude this season of the showdown. But, did those teams deserve relegation? Power Rankings will try to answer that question

Power Rankings rank teams based on how they did across the entire event, not just specific heats, averaging times and giving more scoring to teams that did better than what they actually got. with an average of every event being the final score for each team

Top 5 Best Performances of the 2026 Showdown

  1. Javelin - Crush & Squirt (Turtle Sliders) 1.92
  2. Funnel Endurance - Balto (Wolfpack) 1.85
  3. Sand Rally - Eve (Midnight Wisps) 1.61
  4. Relay - Team Galactic 1.51
  5. Funnel Endurance - Shock (Thunderbolts) 1.51

Top 5 Worst Performances of the 2026 Showdown

  1. Swing Wave - Balls of Chaos -2.57
  2. Relay - Thunderbolts -2.19
  3. Sand Rally - Mo (Team Momo) -1.91
  4. Rallycross - Amaya (Midnight Wisps) -1.77
  5. Javelin - Sublime & Lemonlime (Limers) -1.70

Teams Ranked by Average Z-Score across all events

N Teams z-score
1 Wolfpack 0.68
2 Turtle Sliders 0.64
3 Minty Maniacs 0.56
4 Team Primary 0.22
5 Gliding Glaciers 0.14
6 O'rangers 0.13
7 Jawbreakers 0.12
8 Limers 0.09
9 Rojo Rollers 0.07
10 Team Galactic 0.06
11 Jungle Jumpers 0.00
12 Shining Swarm -0.16
13 Balls of Chaos -0.33
14 Thunderbolts -0.48
15 Midnight Wisps -0.51
16 Team Momo -0.69
  • Overperformers were (Teams that did better in the actual standings) Wisps (+1), Jawbreakers (+3), Thunderbolts (+6!), Jumpers (+6!), Galactic (+3)
  • Meanwhile the Underperformers were: BoC (-2), Limers (-4), Rollers (-2), Swarm (-1), Glaciers (-4)

Conclusion

Wisps, Momo and BoC deserved relegation, and while the Swarm wasnt in the bottom 4, you cant say they werent bad, the Bolts despite getting 8th performed like a relegated team, so I would be wary about their future

reddit.com
u/ArandomFan168 — 16 days ago

Insane Negative Sock Seed

Negative Sock shows up early, from there, Idol, Photo, Blueprint and Brainstorm show up before endless. Ancient and Chad also show up later on

For Econ there is early Business and Dice, with Mail in Rebate and Golden Ticket showing up later on. I definetly didnt optimize econ so you can def improve on that

Tarot gen is limited, no purple seal in standard packs, there is a very good Hallucination that hits nearly every time and gives good tarots and a Cartomancer but that shows up after the good jokers you need

You can get multiple Red Seal Glass Queens very early due to good tarots, I played on Checkered so them being Spades favoured me

Other things: Sixth Sense is crucial probably, Ectoplasm is needed for survival later on and it can potentially give you things like purple seal

also, DONT TAKE SOUL IN ARCANA PACK

u/ArandomFan168 — 23 days ago

E11 Halfpipe projections

Ducks predicted 1st again

This should be better than the last 2 disaster projections since its not an unpredictable event this time

Very unusual bottom 4. Overall projections predict Stars, Hazers and Razzies final podium. Speeders have been slowly rising these past events though...

u/ArandomFan168 — 1 month ago

E7 Sprint+Overall projections update

light weight teams and the Razzies hold the podium in the best event for CCE

Overall CCE skyrockets because of their 2nd in funnels and the good event announcements for them, Stars remain at a comfortable lead while Hazers drop out of podium

u/ArandomFan168 — 2 months ago

E5 Hurdles Projections

Racers, CCE, Ducks projected in podium. With this being the best event for Racers, they arent 1st seed in funnels surprisingly, guess who actually is.

Speeders 7th seed in a speed event surprising. Only 3 spots of the Flares lmao.

Plasma bottom again, I swear they have good events they are coming, Oceanics and Kobalts also in the bottom too

Bowling predictions were very good, with an avg differential of 4.12, which would have been 3.46 if not for the Stars going from 15th to 1st, them and the Kobalts suffered from lack of data.

If you are wondering how I predicted a seemingly random event its because I used data from Curling, Bocce, Diving and Archery for Bowling, seems weird but if you look at these events you will see that the teams who aim for the middle are rewarded most. So thats how I knew teams like Oceanics were going to be good at Bowling

u/ArandomFan168 — 2 months ago

Finally we have a predictable event after 2 RNG events. Speeders have to podium here or they will tank in the projection

Overall Projection Update

  • No BP really helps Hazers and the other light weight teams
  • CCE collapses from a 19 point lead to 6th, due to getting 7th and 12th in events they were predicted 1st
  • Meanwhile, Stars got top 2 in two of their worst events, going from 16th to 3rd in the projections
  • Bees are really unfavored by the new events and by the removal of BP
  • Flares and Speeders better hope Triathlon is in, no triathlon drops Flares to 5th and Speeders to 15th
u/ArandomFan168 — 2 months ago

After Balancing, we have an even more unpredctable event, Short-track. The favorites here are similar to that event

CCE and Snowballs in top 3 again, this time joined by the Chocs

u/ArandomFan168 — 2 months ago

CCE, Bumblebees and Snowballs start off in the predicted podium, I will say, Balancing is not on the predictable side so even Plasma could totally win this

Qualifiers Results

Predicted 4/6 Teams for each group with Wisps, Glaciers being replaced by Plasma and very surprisingly Flares. and in Group B Galactic and O's being replaced by Stars and Chocs

Underwater Race and Hurdles turned out to be the most reliable while Balancing and Javelin due to lack of data had huge prediction differentials

Overall Update

I added recency bias to my data, compare something like BP 2025 to 2020, huge diff. Also accounted for Stone Toss and Bowling. This gives CCE a massive 19 point lead. Snowballs drop 3 points and 3 positions due to Ducks and Jacks rising (Stone Toss should be very good for them) Flares also rise to 11th and Razzies fall to 10th.

atm I would say main contenders are in order: CCE, Speeders, Hazers and Snowballs

Teams like Jacks, Plasma and Flares are huge wild cards due to lack of data

Flares have chances to podium and maybe win lmao (Swing Wave needs to be in tho)

u/ArandomFan168 — 2 months ago