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Tian Ding Profile
Tian Ding

@sky_tding

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Principal Lead Data Scientist @UncappedGames . Game Designer. Mathematics PhD. Previously @ MarvelSnap/SecondDinner, Hearthstone/Blizzard. Personal account.

Irvine, CA
Joined June 2010
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@sky_tding
Tian Ding
2 years
Here are a variety of recent good decks (e.g. decks with Silver Surfer, Nick Fury etc.). Feel free to swap some cards for the cards you love/have. HAVE A FUN HOLIDAY! 🏝️❄️
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@sky_tding
Tian Ding
3 years
Looking for top win-rate parties in Mercenaries PvP in the current meta? here they are :) (top 5% MMR, vs-AI games excluded)
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@sky_tding
Tian Ding
2 years
Here are some alternative good Zabu decks. 🐾
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@sky_tding
Tian Ding
3 years
Here are the latest individual Merc rankings, and some best Merc parties (top 5% rating, all level 30 Mercs, vs AI-games excluded). Enjoy and good night (or morning, or afternoon)! 🙂
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@sky_tding
Tian Ding
3 years
Today is my last day at @PlayHearthstone / Blizzard. This is the hardest decision of my life. During my 5.8 years of staying here, I feel honored, humbled and privileged to be able to work with and meet so many incredible people. Co-workers, friends, influencers, community...🧡
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@sky_tding
Tian Ding
2 years
Playing Hearthstone in a wedding in 2016. Playing @MARVELSNAP in a wedding in 2022. My love for card games. 💍
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@sky_tding
Tian Ding
3 years
Here are some good decks, 3 each for standard and wild, after patch 21.0.3. Note: meta is still evolving.
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@sky_tding
Tian Ding
1 year
Here are some good M.O.D.O.K. decks. 👋
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@sky_tding
Tian Ding
3 years
Mercenaries PvP tier list ranked purely by today's win-rate data. Note meta is evolving so it's for current reference only.
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@sky_tding
Tian Ding
3 years
These are the best standard decks for United in Stormwind launch week.
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@sky_tding
Tian Ding
3 years
Want to find the meta counter? Here are some strengths and weaknesses of some most popular clusters(decks) in the current ranked standard meta. :P
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@sky_tding
Tian Ding
3 years
Here are some today's good standard decks with Deadmines mini-set cards (top 1% MMR). Enjoy! 🙂
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@sky_tding
Tian Ding
11 months
Have been quite busy so didn't post decks for a while...here is my deck just getting #1 leaderboard standing this season.🙂
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@sky_tding
Tian Ding
3 years
Today's Mercenaries PvP win-rate power ranking...we see Jaina gets the crown. (Small note: we have *large* data volume for *each* Mercenary even after the top 5% MMR filter so no need to worry about statistical significance) 🙂
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@sky_tding
Tian Ding
3 years
Win-rate ranking after the patch. And here are three good decks in case you are curious -- one of them even has Murloc Tinyfin.🙂
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@sky_tding
Tian Ding
6 months
I've made a very tough decision to leave @seconddinner for a new adventure of creating fun games. I'm grateful for being part of the team — we launched @MARVELSNAP and witnessed it receive numerous awards. Look forward to the future success of SD. Thanks y'all and see you soon!
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@sky_tding
Tian Ding
3 years
Want to level up your Mercs for the current PvP meta? Here is the newest top 15 win-rate Mercs for 21.6.1 patch with their corresponding equipment and ability tiers. Enjoy! 🙂
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@sky_tding
Tian Ding
3 years
Battlegrounds heroes performance ranking top 30 (recent 3 days, top 1% internal rating, not separated by skin)
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@sky_tding
Tian Ding
2 years
Here are some fun decks with Black Panther! 🐾
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@sky_tding
Tian Ding
1 year
Here are some good High Evolutionary decks. 🧬 (Edit: re-post these deck pictures and removed the previous thread, which was generated from one of my old test versions of deck builder. Thanks!)
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@sky_tding
Tian Ding
2 years
Today marks my 1-year anniversary @seconddinner . I'm happy being able to work with many talented, open-minded, and nice people here, as well as enjoying making @MARVELSNAP fun and awesome together! Looking forward to the second year! 🥟
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@sky_tding
Tian Ding
2 years
Share three good @MarvelSnap decks in terms of both cube gain rate and win-rate in the current meta (top 15% MMR) in Beta. These are not centroids so you could swap a few cards and they could still be pretty good. ⭐️
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@sky_tding
Tian Ding
3 years
1. Data shows Nagrand Slam is the best card in std Mage right now; 2. To nerf Spell Mage we are going to buff Nagrand Slam to 9 mana so players won’t easily get it from Deck of Lunacy. (Joking on the second part)
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@sky_tding
Tian Ding
2 years
In case you are looking for some good cards to be put in your starting @MarvelSnap deck, here are three of them from our previous internal playtest data (disclaimer: meta may change! :P ).
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@sky_tding
Tian Ding
8 months
Made a smart deck builder for @PlayHearthstone in 2019. Made a smart deck builder for @MARVELSNAP in 2023 🙂
@MARVELSNAP
MARVEL SNAP
8 months
Deck Builder, Albums, and New Emotes — Say hello to the latest features added in this month's MARVEL SNAP update. To help get you started with Deck Builder in as little as four easy steps, check out our mini guide!
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@sky_tding
Tian Ding
3 years
Win-rate ranking of Deadmines mini-set week 1 in ranked standard (top 1% MMR) 🏴‍☠️🦜
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@sky_tding
Tian Ding
3 years
Recent week's ranked standard mode win-rate ranking for popular clusters.
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@sky_tding
Tian Ding
2 years
Playing a Silver Surfer deck in the snowy mountain. ❄️🏔️
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@sky_tding
Tian Ding
1 year
May season: Played a bunch personally during off-work hours and reached highest rank tier in Marvel Snap and Hearthstone (Standard + Wild + Classic). Love card games. Decks I used are in the thread. 🧶
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@sky_tding
Tian Ding
3 years
Battlegrounds seasonal external rating reset and internal rating renormalization + high/low end rating clipping will also happen in 20.2. We are planning to add rating floors and protection zone back with algorithm update to prevent system exploitation behavior such as tanking.
@PlayHearthstone
Hearthstone
3 years
🐗🍃 The Barrens winds bring the official 20.2 patch notes! A thread:
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@sky_tding
Tian Ding
3 years
Launch week's Mercenaries PvP external rating (at least 5 games played): 2100 -- top 50% 2600 -- top 40% 3500 -- top 30% 4500 -- top 20% 5100 -- top 10% 5600 -- top 5% 6400 -- top 1% We check PvP stats from time to time and may or may not tune things in the future.
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@sky_tding
Tian Ding
2 years
@MARVELSNAP gets #1 among all free games in App Store! …Now sharing my own deck (Ctrl) used in this season, as well as one decent starter deck (Zoo) 😀
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@sky_tding
Tian Ding
3 years
To me, Hearthstone has always been my life and love, so today is a really sad day for me. Don't be wrong - I truly believe it has a bright future. Of course I'll still play HS -- but this time, I'll just be a happy fan, rather than a dev. Cheers! See y'all in the Tavern! 😀
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@sky_tding
Tian Ding
1 year
In this April ranked season, as a player I managed to get Infinite in Marvel Snap, Legend in Hearthstone Standard, and Legend in Hearthstone Wild 😃
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@sky_tding
Tian Ding
2 years
Here are two deck-archetypes (from unsupervised learning on data of top 15% MMR players) that have an edge over KaZar-Zoo decks. Have a great weekend! 🙂
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@sky_tding
Tian Ding
3 years
@corbettgames So from today's data, in Wild these decks are pretty good: Pirate Warrior (Aggro version), Odd Druid (with Questline), Odd Rogue, Questline-Giant Warlock, Aggro Paladin, Shadow-Aggro Priest.
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@sky_tding
Tian Ding
2 years
So I played a lot of @MarvelSnap games in this long weekend and reached rank 250 :D
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@sky_tding
Tian Ding
3 years
I'll talk about Smart Tech in Hearthstone in Game Developers Conference (GDC) this year! #GDC21
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@sky_tding
Tian Ding
3 years
Thank you all for the feedback. We are planning to make a Merc PvP matchmaking algorithm change for very high rating players (~top 1%), so that rating plays much more important role in match-building and post-game rating updates, compared to others such as levels, abilities, etc.
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@sky_tding
Tian Ding
2 years
We are starting to see folks experiment successfully with Miles Morales - here are some good @MarvelSnap decks with Miles Morales in terms of win-rate and cube gain rate from recent data. Enjoy! 🕷️
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@sky_tding
Tian Ding
2 years
Playing @MARVELSNAP on a cold night by the warm camp fire 🏕️🪵🔥
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@sky_tding
Tian Ding
2 years
Retreat is a good @MarvelSnap skill. Here is a table when you may want to consider retreat at different future-current stake ratios (final stake divided by current stake) situations. Note your cool mind games could change these probabilities! 😉
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@sky_tding
Tian Ding
2 years
Thanks to @seconddinner -- got to pick one favorite artwork printed as personal metal poster. Thought long and hard among tons of options and picked this one (enjoyed that What's Up Danger song 🎧).
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@sky_tding
Tian Ding
2 years
@MarvelSnap will be launched globally today! It has been a great journey in beta. Did some caricatures for some of my F&F list friends occasionally since June to thank the feedbacks, also as a casual hobby. (P.S. not an artist myself - coloring etc. are amateur. Personal post.)
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@sky_tding
Tian Ding
2 years
We made it! <3
@thegameawards
The Game Awards
2 years
Congrats to @marvelsnap from @seconddinner for winning the Best Mobile Game! #TheGameAwards
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@sky_tding
Tian Ding
2 years
Reached highest MMR score in @MarvelSnap beta leaderboard and also Legend rank in @PlayHearthstone at the same time in this June season. Guess I am not bad at card games. 😀
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@sky_tding
Tian Ding
2 years
I am happy for working on this with an awesome team! Super excited for the cool journey ahead — the fastest card game in the multiverse (I may post some best meta decks in the future 😋)
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@sky_tding
Tian Ding
3 years
Thank you all for the kind words -- I really appreciate it and it really means a lot to me! 😭 Since there are some offline asking for updates, my next adventure will be @seconddinner with some old and new friends doing some fun Marvel games.
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@sky_tding
Tian Ding
3 years
Maybe we’ll announce the game in 6 months! 😃
@seconddinner
Second Dinner
3 years
👋 HEEEEY!! 👋 Join us in welcoming our new teammates at the Second Dinner holiday party -- and what we're looking forward to next year?! 👀 🎄📽️:
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@sky_tding
Tian Ding
3 years
[Friday Random Post] As I have been seeing confusion and misunderstanding about "data-related" job titles, here is the analogy of each title to deck type(s)...also we have openings for each of them in case you are interested in applying:
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@sky_tding
Tian Ding
3 years
21.2 day 1: Battlegrounds top 50 hero ranking...under hero skin (top 20% internal rating) :P
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@sky_tding
Tian Ding
2 years
Here are some good @MarvelSnap decks with Nick Fury from data. Enjoy!
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@sky_tding
Tian Ding
1 year
@Joe_Psycho_HS Try this one: Captain Marvel, Cloak, Doctor Strange, Heimdall, Human Torch, Iron Fist, Ironheart, Kraven, Miles Morales, Multiple Man, Nightcrawler, Vulture
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@sky_tding
Tian Ding
3 years
@geyuan6_hs @Tabayrak No we haven't changed that.
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@sky_tding
Tian Ding
2 years
Here are some outstanding decks when the hot location was Negative Zone yesterday. ➖
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@sky_tding
Tian Ding
2 years
@IksarHS Hey Dean haha sure -- here are four meta decks just good for you. :P
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@sky_tding
Tian Ding
3 years
Bigger chance to win by going first in the current ranked standard meta? Data says: Secret Paladin — yep; Aggro Hunter — yep; Token-Spell Druid — nope; Spell Mage — yep; All sorts of Priest — it doesn’t matter too much. 🎲
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@sky_tding
Tian Ding
2 years
Featured location: Kamar-Taj is Odin's vacation home! 🏝️🛖
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@sky_tding
Tian Ding
3 years
Hey check this out if you are interested in knowing more about the Fighting Pit. :)
@HSTopDecks
Hearthstone Top Decks💙
3 years
PvP will be a very important part of Mercenaries. In order to ensure fair matches, the new game mode comes with the most complex matchmaking system in Hearthstone. Lead Data Scientist @sky_tding explains how it works in a blog post. Check it out:
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@sky_tding
Tian Ding
5 months
Meet some friends for a thing in LA @DeraJN @DekksterGaming @Livibeeee
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@sky_tding
Tian Ding
3 years
I will be presenting "AI in Gaming" at the Business of Gaming 2021 Forum of Comic Con Africa from 10-12 November 2021. Check link here:
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@sky_tding
Tian Ding
3 years
@ottersHS I don't have detailed numbers at hand as I don't have easy access to company VPN right now, but I checked earlier today the highest win-rate ones are Questline Warlock, Even Warlock, Even Hunter, Aggro-Shadow Priest and Celestial Druid (order might be different).
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@sky_tding
Tian Ding
2 years
@derajn @bbrode @MarvelSnap yes you are the first. gj wp!
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@sky_tding
Tian Ding
6 months
My next journey is about a very fun strategy game at @UncappedGames of Tencent America🧩
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@sky_tding
Tian Ding
3 years
Took a workday off as vacation leave today...ended up staying at home and playing a whole day HS all the way to Legend 🤩
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@sky_tding
Tian Ding
3 years
Classic mode Legend with ramp/combo Druid deck...now I have Legend in all three modes XD
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@sky_tding
Tian Ding
2 years
Was reorganizing my shelves today and saw this trophy I got from winning the internal Battlegrounds competition when it’s just launched in beta (it has a pig symbol on it as BG’s dev code name was “Bacon”). The best part is @mike_donais signed “F**K YA! - MD” on it for me 🤩
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@sky_tding
Tian Ding
1 year
Marvel Snap: [Rank 70-89] Yondu,Daredevil,Wolverine,Electro,Wave,Spider-Man,Hobgoblin,Doctor Octopus,Knull,Galactus,America Chavez,Death; [Rank 90-100] Iceman,Korg,Zabu,Sentinel,Mystique,Agent Coulson,Darkhawk,Shang-Chi,Rockslide,White Queen,Devil Dinosaur,Doctor Doom
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@sky_tding
Tian Ding
3 years
@jrhsk8 For wild I don't have that level of detail at hand currently, but the top 5 win-rate decks currently are: Even Warlock, Odd Questline Hunter, Even Hunter, Questline Warlock, Aggro Shadow Priest.
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@sky_tding
Tian Ding
3 years
@PascoaHS @RaneTDF @emiper3z You are right — the change was already made in the backend, but it would likely go with 21.4.3, which will be sometime early-mid this week (not live yet).
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@sky_tding
Tian Ding
1 year
@DeraJN Yeah we made an update today that makes the MMR of high level player (~top 10K) to a lower value during the matchmaking phase after certain amount of waiting time (without actually "changing" the MMR during the post-game updating phase).
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@sky_tding
Tian Ding
3 years
@m4rtim47 Thanks for the feedback. We are adjusting matchmaking things and have some plans already. It’s company holiday for entire next week so it will be there later.
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@sky_tding
Tian Ding
2 years
@ArwaldG @alysononfire @MarvelSnap @PlayHearthstone +1 Antman (-1 Angela) +1 Armor (-1 Bishop). Armor can also be replaced by Ironman depending on your opponents / meta around your MMR.
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@sky_tding
Tian Ding
1 year
@DeraJN Going forward, at the start of the new season next week, we will perform a MMR renormalization to every player. Note that this is different from "reset". Its purpose is to pull the MMR distribution to a "nice bell-shaped" curve.
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@sky_tding
Tian Ding
3 years
@hs_Pasca Yeah I'll write a blog post to clarify things.
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@sky_tding
Tian Ding
2 years
Good morning, or noon or afternoon or evening!! :)
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@sky_tding
Tian Ding
2 years
Like fun games? Come to join us! :)
@seconddinner
Second Dinner
2 years
🚨 JOB ALERT 🚨 Last week we announced our first game @MarvelSnap and celebrated our fourth b-day as a studio (technically our 2nd.. 2nd bday?). This week we're growing... Join us! 🎮learn more:
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@sky_tding
Tian Ding
3 years
< 50% win-rate Mercs are not shown here.
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@sky_tding
Tian Ding
2 years
@alaurei @lcshorten @MarvelSnap @stephenjarrtt There are quite a few decks has >50% win-rate and positive cube gain rate when against Hela decks. For example, Ongoing decks, Mr Negative decks, Wave decks etc.
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@sky_tding
Tian Ding
3 years
@DonPreslav Top 1% MMR active players in ranked standard.
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@sky_tding
Tian Ding
6 months
@Glenn_Jones_ Thanks Glenn! Likewise I learned a lot from you as well 🙏🙏
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@sky_tding
Tian Ding
1 year
@DeraJN This will be the first time we do MMR re-normalization but it will happen at the start of every season in the future.
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@sky_tding
Tian Ding
3 years
@Spex_J try this one: AAECAR8G4c4Di9UDj+MD5e8D5/ADqp8EDNzMA6LOA4LQA7nSA4biA9zqA5/sA/DsA9vtA/f4A6mfBLugBAA=
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@sky_tding
Tian Ding
3 years
@NopsHs @corbettgames You can try this one: AAEBAaIHBq8E+g6RvAKXwQKe+AKu6wMMywOSBcYF1AWbFbm4A6rLA5vNA4jQA6TRA/fUA/PdAwA=
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@sky_tding
Tian Ding
3 years
@RaneTDF @emiper3z Sorry just saw your message. Yeah it’s caused by an issue in the backend with 21.4 launch. It’s fixed now.
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@sky_tding
Tian Ding
2 years
@alysononfire We are having constant balance meetings within one week after every major patch now, thus very likely we will deliver balance changes much more frequent than the previous nova-moongirl-dino one in the future if necessary.
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@sky_tding
Tian Ding
1 year
@Marshall_Power I had been using this Devil Dino deck: (1) Agent 13, (1) Nightcrawler, (1) Quinjet, (2) Armor, (2) Maria Hill, (2) Sentinel, (3) Mystique, (3) Cosmo, (3) Agent Coulson, (4) Moon Girl, (4) White Queen, (5) Devil Dinosaur
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@sky_tding
Tian Ding
3 years
@TortillaFlat11 @corbettgames Without the quest. Something like this one: AAEBAQcGrwSRvALerQP+5wOO7QOV7QMM1AXuBvsPgrACiLAC3K0D3a0D6bADtd4DlfYDpooEr6AEAA==
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@sky_tding
Tian Ding
2 years
@Celestalon or this:[Domino,AgathaHarkness,Blade,Gambit,MoonKnight,Hulk,LadySif,GhostRider,Infinaut,SwordMaster,Magneto,Hela]
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@sky_tding
Tian Ding
3 years
@1RiceBowl1x @DonPreslav Technically top 1% MMR can be anywhere in the rank, as one doesn't need to be in a top rank to have a top skill-rating. :)
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@sky_tding
Tian Ding
3 years
@pocky_plays @MinderRootsLP @DCalkosz The reset makes the highest internal MMR 8k. If your internal rating is above 8k your rating will be dropped below 8k unless it's above the cutoff value, which is ~15k for this time (also this value is a bit different server region to server region) -- if so you'll be at 8k.
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@sky_tding
Tian Ding
1 year
@DipalmaDevin These decks were selected based on recent data with relatively high win-rate/cube gain-rate, among players in the highest matchmaking collections score band, top 10% MMR.
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@sky_tding
Tian Ding
3 years
@pocky_plays High end is at 8k. Low end is at 0. Renormalization is basically a re-map of the internal rating to a bell-shaped curve -- such map of each region is a bit different as the distribution is not the same. For example, NA 8k this season will be roughly at 6k internally.
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@sky_tding
Tian Ding
2 years
@themattlondon @puffinplays @IksarHS If you want to have Punisher in the deck, try this one: AntMan, CaptainAmerica, Colossus, Cosmo, IronMan, Klaw, Lizard, MrFantastic,Namor, Punisher, Spectrum, Warpath
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@sky_tding
Tian Ding
3 years
@RidiculousHat Haha no…well apparently he’s pretty good in the current meta.
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@sky_tding
Tian Ding
2 years
@RavenCasts I used to run a script to spam space bar for me to open packs in each expansion launch day, so I could AFK for 45 minutes😂
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@sky_tding
Tian Ding
3 years
@DCalkosz Great to see you in person as well! I'm sure we'll meet again. :)
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@sky_tding
Tian Ding
3 years
@derajn Top 1%
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@sky_tding
Tian Ding
2 years
@derajn @MarvelSnap Leaderboard rules are still TBD but would most likely take MMR into account not just pure cube count / rank.
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@sky_tding
Tian Ding
2 years
@Celestalon Haha tbh Agatha is a horrible card in terms of win-rate, but if you have to put her in the deck try this one: [Hellcow,LadySif,Infinaut,Jubilee,Hela,RedSkull,CaptainMarvel,DoctorOctopus,EbonyMaw,Wolverine,AgathaHarkness,Aero]
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