eSports
Odds on: Unlocking the potential of AI for esports betting
Jordan Peltier, Chief Data Officer at PandaScore, says that humans and machines must work together if businesses are to maximise the potential of AI when it comes to esports betting odds.
Artificial intelligence has been one of the most discussed industry topics over the past 12 months and it’s easy to see why. AI can be transformative for operators, suppliers and bettors, and while there are concerns around adversarial AI, when used in the right way, it’s a game-changer.
At PandaScore, AI plays a crucial role in the odds we deliver esports betting operators. This is because it is incredibly effective at handling complex, high-dimensional and unstructured data and finding patterns within it – these patterns are needed to predict the outcome of events.
This, of course, is the foundation needed for determining the odds for each market that we offer. But the power of AI goes beyond this.
It can adapt dynamically to new data which is just not possible with old statistical models like parametric distributions as they struggle to capture the non-linear relationship between variables so require additional manual engineering which takes time and resource.
But does this mean the AI machine is taking over from human trading teams? Absolutely not.
Leveraging the capabilities of AI and combining it with specialist human traders is the optimal approach because you have models that can capture the complexity of esports supported by human traders with a deep understanding of each discipline.
Odds should always be based on true probabilities and while there have been significant breakthroughs in AI – I’m talking about transformer-based models such as Large Language Models – it is still prone to making errors, especially when it comes to forecasting.
Let me explain by way of percentages. AI alone can get you 90% of the way to determining the true probability of an outcome but you need the human specialist trader to get you the final 10% of the way to perfection. And perfection is a must when it comes to odds.
Ultimately, this is what allows operators to offer high-value odds to their customers while ensuring a strong and stable margin from their esportsbook. What’s more, it only takes one small error for sharp, savvy bettors to exploit a mistake and that’s not what operators expect from their data partners.
It must be remembered that AI models are only as good as the data they feed from and still require training. Human traders help in this regard, providing a layer of security for core actions like settlement and odds checking when the model goes off market.
In some instances, the trader will have access to data the model doesn’t see of wasn’t trained on – things like a last-minute change to the player roster.
This is why our human traders are responsible for picking the tournament and market coverage that will most appeal to our operator partners, and our traders are on hand 24/7/365 to support operators in their efforts to offer a top esports betting experience to their players.
The training of AI models is crucial and again sees our trading and data science teams work together during the entire lifecycle of each AI model we build from designing the model to testing and interacting with models in production to ensure they are performing.
This is a virtuous cycle with our data scientists training the most optimal models that prove to be the easiest for our traders to manipulate. Traders also give a ton of deep and detailed feedback which our data scientists can use to improve the models.
The idea here is that the trading team has little input once the model is rolled out and often only make one input per match with the AI model then calculating all of the odds and markets. This ultimate is what powers our BetBuilder and PropBet products.
Having specialist traders for each esports discipline is also important. Each video game is like its own sport and while there are some similarities between some titles, the differences have an impact on the markets and odds offered and that’s exactly why specialist traders are a must.
Take shooter-round based game like CS2 and Valorant and MOBA games like Dota2 and LoL. With the former, there’s a lot of repetition in the gameplay which takes place round after round. This means betting markets are focus on rounds and kills for teams and players.
With MOBA games, there are objectives within the game that have a direct influence on who wins the match – things like kills, towers, nashors, inhibitors and dragons. This is complex – and doesn’t exist in traditional sports betting – and is why pricing teams must master in-game dynamics.
Again, this is something that AI can’t do on its own right now.
AI is a key pillar of our business, and we are incredibly proud of how we have used it in collaboration with our data scientists and traders to create models that deliver top odds for our operator partners and their players.
But working with AI is all about staying ahead of the game and our work is never done. This is why we continue to test, iterate, innovate and do all we can top perfect our models. This would not be possible without our incredible team which stands as a testament as to how machines and humans can work together in harmony.
eSports
TEAM VITALITY UNVEILS A SPECIAL EDITION JERSEY AND NEW CAMPAIGN FOR PERFECT WORLD SHANGHAI MAJOR 2024
- Leading global esports organization Team Vitality heads to China for the Perfect World Shanghai Major 2024, fueled by the ambition to reclaim their place at the top as the world’s best CS2 team.
- The team will proudly debut the club’s Shanghai Major Limited Edition White Fan Jersey from the Qualification Stage (RMR) onward. Designed in collaboration with Paris-based contemporary artist Nairone, this special edition jersey pays tribute to Counter-Strike and Team Vitality’s dedicated Chinese fanbase.
- For the occasion, Team Vitality is proud to present a new campaign titled “The Year of Vitality”.
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Global esports leader Team Vitality proudly announces its participation in the Perfect World Shanghai Major 2024. As one of the most competitive teams in the international esports circuit, Team Vitality is set to make a powerful impact in Shanghai in what promises to be a thrilling tournament.
With anticipation building for this pivotal event in a country full of dedicated Counter-Strike fans, the club will be unveiling a new campaign on its Chinese social media accounts named “The Year of Vitality” This tribute to Chinese culture also underscores the team’s determination to secure a back-to-back victory, solidifying its global dominance.
ALL EYES ON THE TROPHY
Team Vitality’s CS2 roster has consistently delivered strong performances over the past two years, capped by their recent win at Intel Extreme Masters (IEM) Cologne 2024. Having claimed the World Champion title at the BLAST Premier World Finals in 2023 and secured an iconic victory at the BLAST.TV Paris Major, the team has firmly established itself as one of the most dominant forces in competitive CS2. After a conclusive 3-0 qualification at the RMR in Shanghai, Team Vitality is set to reinforce its status on the world stage.
Team Vitality’s dedication to competitive excellence since entering the scene in 2018 has been instrumental in shaping the modern Counter-Strike era. With legends like ZywOo, crowned HLTV’s best player in 2019, 2020, and 2023, and apEx, a seasoned pro with over a decade in the game, the team has set new industry standards in skill, dedication, and leadership. Building on this momentum, Team Vitality is poised to leave a lasting legacy in esports and proudly represent France in Shanghai.
“We are thrilled to compete at the Shanghai Major and showcase the team’s hard work against the best teams globally,” says Fabien ‘Neo’ Devide, Chairman and Co-founder of Team Vitality. “Growing our global presence and supporting both players and our worldwide community remains a top priority. We’re especially excited for zywOo to deliver a stellar performance in front of our Chinese fans. I am incredibly proud of the team and can’t wait to see them on the big stage with our fans in China!”
GEARED UP FOR VICTORY WITH SHANGHAI EDITION OF THE ALTERNATE JERSEY
Team Vitality players will debut a special edition of their newly released Alternate Jersey on the stage, created exclusively for the Shanghai Major. This limited edition features a prominent “V” on the back, with design elements that pay homage to Counter-Strike, Shanghai, and the wider Chinese fanbase. The club released the exclusive jersey in a dedicated video that includes Chinese references, graphics and design.
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Crafted in collaboration with Paris-based contemporary artist Nairone, known for his striking black-and-white contrast style, the jersey blends modern streetwear aesthetics with esports flair, making it a standout choice for both fans and players. Team Vitality’s PERFECT video showcases how the 2024 Alternate Jersey can be styled, featuring star players and brand ambassadors, underscoring its unique place in both the fashion and esports worlds.
Available for purchase only online, this special version of the alternate jersey is limited to 150 pieces and costs 89,99€.
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TEAM VITALITY UNVEILS ITS NEW CAMPAIGN “THE YEAR OF VITALITY”
Team Vitality is excited to launch “The Year of Vitality,” a campaign celebrating Chinese culture and dedicated to Counter-Strike fans across China. This initiative reflects the team’s relentless pursuit of back-to-back victories on the world stage.
As China hosts this year’s Major, Team Vitality has chosen the dragon—a powerful symbol of ambition and determination—as the emblem of its campaign, representing the team’s commitment to overcoming challenges and dominating the competition. Each campaign visual draws inspiration from Chinese iconography, bringing the Counter-Strike team into this vibrant, culturally rich world.
In a tribute to Chinese tradition, the campaign combines gold and red to signify not only the country’s national colors but also the passion, energy, and unyielding drive to win. The design aims to honor Chinese fans’ enthusiasm and capture their hearts as Team Vitality battles to bring home another title.
Join us online to get behind-the-scenes content, exclusive updates, and the chance to celebrate each milestone with the team as they strive to secure their place at the top!
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- More information:
- Team Vitality website
- PR Contact:
- SwipeRight agency – [email protected]
- Team Vitality – [email protected]
The PUBG MOBILE tournament at WEC24 has officially wrapped up, delivering three days of competition that exceeded all expectations. With 10 out of 16 teams securing Chicken Dinners throughout the tournament, every map brought its own excitement, with the final rounds determining the champions and medal placements. We saw impressive viewership numbers with 776,454 unique viewers achieving 89,675 hours watched throughout the three days of competition.
On the competitive front, the Indonesian team set a WEC24 record by securing a Chicken Dinner with an astonishing 18 eliminations, packing a remarkable 28-point round.
Turkey stepped up to claim the title of WEC24 PUBG MOBILE Champions, delivering a fierce, precise performance and seizing the trophy in the final maps, a true champions’ style victory.
Congratulations are also due to Ukraine, who came very close to securing the gold. Consistent and determined to win, they kept fans and their nation on edge until the final rounds, ultimately securing the silver medal. Brazil took home the bronze, showcasing exceptional talent and positioning themselves as strong contenders for future titles.
Igor Nedeski, Esports Manager at IESF, praised the athletes, the tournament’s success, and the ongoing collaboration with Tencent: “The PUBG MOBILE tournaments have been one of the highlights of WEC for years now, and our ongoing collaboration and support from Tencent has played a huge role in its success. Congratulations to the medalists and to all athletes participating for their remarkable WEC24 performance.”
Micah Li, Senior Esports Manager at Tencent, “Congratulations to Turkey on becoming the WEC24 PUBG MOBILE Champions. We greatly value our partnership with IESF and the success we have achieved together over the years. We look forward to continuing this collaboration and delivering many more exceptional PUBG MOBILE tournaments in the future.”
With the PUBG MOBILE tournament concluded, IESF looks forward to further PUBG MOBILE competitions, as national teams from around the world improve year by year.
eSports
Mortal cements his name as face of Indian gaming, wins ‘Content Creator of the Year’ at global Esports Awards 2024
Naman Mathur, popularly known as Mortal, has added another feather to his illustrious cap by winning the coveted ‘Content Creator of the Year’ award at the Global Esports Awards 2024 Part 2 in Los Angeles on Friday. The grand ceremony saw Mortal triumph over globally renowned gamers like Tarik Celik, Ibai Llanos Garatea, and Marc ‘Caedrel’ Lamont, solidifying his stature as India’s biggest gamer.
Mortal’s groundbreaking victory marks a significant milestone not only in his personal journey but also for the Indian gaming community at large. The 27-year-old’s illustrious gaming career boasts numerous accolades, including championship titles in BMPS Season 1 (2022) and the PUBG Mobile Club Open (2019) as an esports athlete. He has amassed over 7 million subscribers on YouTube and more than 5.3 million followers on Instagram through his distinctive and impactful content, making him one of India’s most influential gaming personalities.
Speaking on this remarkable achievement, Naman Mathur aka Mortal, Co-founder, S8UL Esports, stated, “Winning this award is an incredible moment of pride, not just for me but for the entire Indian gaming and esports community. My journey began with a simple passion for gaming, and seeing that passion resonate with millions of people is truly humbling. I hope this achievement inspires more young gamers to chase their dreams and believe that they too can earn global recognition through dedication and hard work. I am deeply grateful to S8UL for being the backbone of my journey. This success is not mine alone- it belongs to every fan, every teammate, and every supporter who believed in me and in the potential of Indian esports.”
This was Mortal’s sixth consecutive nomination at the prestigious awards, a feat achieved by no other Indian gamer. Having been nominated for various categories over the years such as ‘Esports Mobile Player of the Year’, ‘Streamer of the Year’ and ‘Esports Personality of the Year’, Mortal’s victory in this edition is a testament to his immense contribution to growing the esports and gaming content ecosystem in India.
“This award holds a deeply personal meaning for me. Watching Mortal achieve this recognition feels like a shared victory- one that takes me back to where it all began. From the late nights to the sacrifices, every moment has led us here. Together, we’re not just creating history; we’re shaping the future of gaming and esports globally. A victory for him, a milestone for Indian esports!” said Animesh Agarwal aka 8Bit Thug, Co-founder, S8UL Esports.
The Esports Awards is the most prestigious night in esports, dedicated to showcasing top-tier performance and innovation from players, teams, media, hardware providers, games, events, and personalities within the scene.
“When we first started this journey, we had no idea how far it would take us, but we always knew we were in this together. Mortal has always been like a brother to me, and seeing him win this award feels like a personal achievement. For him to be honoured with this accolade today is a reflection of the countless hours, effort and heart we’ve poured into building who we are and what we stand for,” commented Lokesh ‘Goldy’ Jain, Co-founder, S8UL Esports.
Mortal’s achievement reaffirms India’s rise as a formidable force in the global esports and gaming content landscape.
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