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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.
The post Odds on: Unlocking the potential of AI for esports betting appeared first on European Gaming Industry News.
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ASUS ROG BECOMES THE OFFICIAL PARTNER OF TEAM VITALITY
Leading French club Team Vitality and ASUS Republic Of Gamers (ROG), an iconic global brand in the gaming technology industry, are pleased to announce their partnership until the end of 2026. The partnership includes the use of ROG’s industry-leading peripherals including keyboards, mice, mice mats & headsets for Team Vitality’s elite Counter-Strike 2 and VALORANT rosters.
United by a shared ambition, the two entities aspire to reach the top of the podiums at the biggest international esports competitions, with ROG’s products providing advanced technology and unparalleled quality for the club’s FPS teams.
TEAM VITALITY ROSTERS POWERED BY PERIPHERALS LEADER
Team Vitality is delighted to welcome ROG as an official partner. During competitions, ROG logo will be included on the left sleeve of the official jerseys of the CS2 and VALORANT teams.
ROG, recognized as an essential reference in the world of esports, offers equipment that combines durability, performance, ergonomics, and precision – essential qualities to excel at the highest level. The brand has already supported prestigious esports teams.
Official Team Vitality player gear includes:
- The ROG Delta II headset, guaranteeing clear and flawless communication.
- ROG Keris II Ace mouse, offering unrivaled precision and comfort with a pro-approved shape and leading technology.
- ROG Hone Ace XXL mouse pad, providing players with a wide surface for movement consistency and control.
- The ROG Falchion ACE HFX keyboard, incorporating Rapid Trigger technology, specially designed for gamers.
These products will allow gamers to achieve optimal performance: ultra-responsive keyboards, high-precision mice adapted to different gaming strategies, and headsets ensuring impeccable communication.
Aiming to establish new standards for players and fans worldwide, the collaboration will series of exciting activations that will be carried out throughout the year during key international events, bringing together esports enthusiasts, Team Vitality supporters, and the broader gaming community
Over the course of the year, the club will integrate ROG into its communications, particularly on its X accounts dedicated to Counter-Strike and VALORANT, as well as across its other social media platforms
“We are delighted to welcome such a prestigious brand as ROG to Team Vitality! This partnership mirrors our standards and ambitions: to equip our players and our staff with cutting-edge peripherals, offering precision, responsiveness, and comfort, whilst also supporting our international development strategy. 2025 is going to be an exciting year for VALORANT and CS2, and this partnership will guarantee unmissable activations for all our fans.” explains Nicolas Maurer, CEO of Team Vitality.
“We are proud to collaborate with Team Vitality, an organization that shares our values of excellence and innovation. This partnership offers us a unique opportunity to be closer to professional players, enabling us to further understand their needs and refine our products to meet the highest expectations. Together, we want to inspire the gaming community and help elevate esports to greater heights,” stated Kris Huang, General Manager of the ROG Gaming Gear and Accessory Business Unit.
AIMING FOR NEW HEIGHTS IN THE ESPORTS SCENE
Following a successful 2024, Team Vitality aspires to reach even greater heights in 2025. The partnership with ROG unlocks a range of opportunities to enhance the club’s global visibility and further its ambitious goals on the world stage.
This year’s international esports calendar features unmissable events for fans, including the two CS2 Majors and the VALORANT Champions, which will be held in Paris next September. With star-studded roasters boasting talents such as Derke, Sayf, zywOo, and apEX, Team Vitality is ready to shine and offer ROG unprecedented visibility among its global community of 13 million fans.
By joining forces, Team Vitality and ROG are sending a strong message: esports is a dynamic, innovative, and increasingly attractive sector for brands. This strategic partnership will engage millions of fans worldwide while creating unique opportunities for impactful activations, engaging content, and memorable experiences.
The post ASUS ROG BECOMES THE OFFICIAL PARTNER OF TEAM VITALITY appeared first on European Gaming Industry News.
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High Roller Technologies Welcomes Kristofer Muscat as Chief Operating Officer
High Roller Technologies, Inc. (“High Roller” and the “Company”) (NYSE American: ROLR), operator of www.HighRoller.com and www.Fruta.com, each a premium brand in online gaming and a destination for high rollers, is pleased to announce the appointment of Kristofer Muscat as its new Chief Operating Officer, effective January 5th, 2025. In this role, Mr. Muscat will oversee operational strategy, drive growth initiatives, and enhance High Roller’s commitment to delivering premium experiences in the online gambling and iCasino gaming industry.
“Kristofer’s operational expertise in the gambling industry and his proven track record of driving growth through innovation will be instrumental as we continue development of our technologies focused on machine learning to automate key functionality to enhance the player experience and reduce operational overhead,” said Ben Clemes, CEO of High Roller Technologies. “His leadership will play a vital role in optimizing our operations and enhancing our mission to provide engaging, seamless, and world-class experiences for our users.”
Mr. Muscat brings a wealth of industry experience to High Roller. As the former Chief Operating Officer of Eastrock Group, he was pivotal in streamlining operations across offices in Sweden, Malta, and Hong Kong. He successfully enhanced efficiency, built customer-centric cultures, and supported Eastrock’s expansion in the competitive iGaming sector. His leadership at Eastrock reinforced his reputation as a forward-thinking executive with a deep understanding of operational excellence in the gambling industry. Prior to Eastrock, Mr. Muscat held a management position at Bally’s.
“I am so excited to be joining High Roller at such a pivotal time in the company’s evolution. The team’s vision for innovation and their unwavering focus on creating exceptional experiences for players perfectly align with my values and expertise. I am eager to leverage my background in operations and strategy to help drive growth, strengthen High Roller’s position as an industry leader, and elevate the brand’s appeal to high-stakes players around the globe.” commented Kristofer Muscat, new COO of High Roller Technologies.
The post High Roller Technologies Welcomes Kristofer Muscat as Chief Operating Officer appeared first on European Gaming Industry News.
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Robin ‘ropz’ Kool joins Team Vitality’s CS2 roster
Team Vitality is thrilled to announce the signing of global esports star and former FaZe Clan player Robin ‘ropz’ Kool to their CS2 roster.
Ropz is one of the most decorated Counter-Strike players on the circuit, having secured numerous victories, a plethora of MVP honours, and building a strong reputation for precision, consistency, and success. His experience, coupled with his superb understanding of CS2, will bolster Team Vitality in the club’s hunt for success in 2025.
- Robin ‘ropz’ Kool, the 25-year-old Estonian, has officially joined Team Vitality’s CS2 roster.
- With Ropz’s addition to the team, the rosters current rifler Lotan ‘Spinx’ Giladi will be moved to the inactive roster.
- The move further positions the French club as one of the most formidable teams in the space, following on from the Intel Extreme Masters Cologne win in 2024, underscoring the organisation’s commitment to success in CS2.
- Ropz is widely regarded as one of the most skilled CS2 players worldwide, with a career highlighted by numerous tournament wins, MVP accolades, and a legacy of consistent and high-level performance. Known for his tactical expertise, adaptability and sharpshooting, he brings a wealth of experience to Team Vitality.
- The French club’s roster now boasts an elite combination of in-game expertise, strategic minds, and sheer firepower, positioning them as one of the most forbidding rosters globally. The roster now consists of Dan ‘apEX’ Madesclaire, Mathieu ‘ZywOo’ Herbaut, Shahar ‘flameZ’ Shushan, William ‘mezii’ Merriman, and Robin ‘ropz’ Kool. The team will be coached by Rémy “XTQZZZ” Quoniam and assistant coach Mathieu “MaT” Leber, and led by new Team Manager, Amy May ‘Aphiren’ Snowdon.
- The roster will first be seen in action during the BLAST Bounty Spring 2025: Closed Qualifier later in January.
“Signing ropz is the culmination of several years of discussions and mutual respect. We have followed his journey with great admiration, and this year, the stars aligned for him to join us. We understand that he’s leaving more than just a team behind – he’s leaving a family. We’re determined to show him that he made the right choice. He fits perfectly into our vision, with the ambition to make history and build a legacy for the club on CS,” explains Fabien “Neo” Devide, President of Team Vitality. “His experience, versatility, and game intelligence are invaluable assets. He is a player with a heart of gold, one of the most inspiring figures in the history of Counter-Strike, and someone who truly embodies the values we stand for. With him, we are solidifying our place among the global elite of CS, and this is an incredible opportunity for Team Vitality.”
The post Robin ‘ropz’ Kool joins Team Vitality’s CS2 roster appeared first on European Gaming Industry News.
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