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.
The post Odds on: Unlocking the potential of AI for esports betting appeared first on European Gaming Industry News.
eSports
Esports Charts Becomes Official Viewership Analytics Partner of StarLadder Budapest Major 2025
Esports Charts, the leading esports viewership analytics provider, has partnered with StarLadder, a pioneering tournament organiser. The Budapest Major 2025 marks a highly anticipated comeback for StarLadder, as it is their first Counter-Strike Major since 2019 and a significant return to the top-tier esports arena.
As the official analytics partner of the StarLadder Budapest Major 2025, Esports Charts will provide comprehensive, real-time audience data and insights throughout the event. This will empower organisers, teams, sponsors and fans with unparalleled transparency and a deeper understanding of the tournament’s global reach.
Artyom Odintsov, Co-founder and CEO of Esports Charts, said: “We are thrilled and proud to provide viewership analytics for StarLadder for the Budapest Major 2025. Since both Esports Charts and StarLadder are Ukraine-born companies, we share similar values and deal with similar challenges, which brings us even closer.
“It’s genuinely exciting to follow how viewership will develop at this Major. But knowing the expertise, drive, and passion that the organizers are bringing, I have no doubt we’ll witness some incredible things happen in Budapest.
“Esports Charts has always been driven by a mission to provide the esports community with accurate, actionable data, and we look forward to showcasing the impact and audience engagement of this world-class event.”
StarLadder has been a driving force in global esports for almost 15 years now, since hosting its first tournaments in 2011. Renowned for its innovation and reliability, the company has organised some of the industry’s most iconic events. These include the StarLadder Berlin Major 2019, which accumulated over 44 million hours watched and remains in the top 10 CS events by this metric, and the legendary StarSeries tournaments which started back in 2012.
Viacheslav Shcherbakov, Sales and Partnerships at StarLadder, said: “We’ve been working with Esports Charts since their founding and have always valued their professionalism and integrity. In a market where reliable data is essential, Esports Charts provides honest, transparent numbers, exactly the kind of insights sponsors and stakeholders rely on when assessing the potential reach of a World Championship event.
“We’re confident that this partnership will result in a high-quality analysis of our tournament’s performance and the audience data we’ll report to our partners. It’s a collaboration built on trust, shared values, and a deep understanding of what it takes to elevate esports to the next level.”
The Starladder Budapest Major 2025 will be held from November 24 to December 14 in Budapest, Hungary. The event will bring together the world’s top 32 Counter-Strike 2 teams to compete for a $1.25 million prize pool and one of the most prestigious titles in esports.
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Mirage Digital, the next-generation content studio shaping the future of digital entertainment, announced a groundbreaking partnership with global eSports organization Team Liquid. With over 35 million social media followers across platforms, 100+ championship titles with its over 120+ players and content creators worldwide, Team Liquid is the highest earning eSports team in the world to launch a 24/7 live-streaming programming experience surrounding the fan-favorite World of Warcraft: Race to World First event.
Mirage has created a new content monetization model for creators and enterprising entities, unlocking previously untapped non-traditional revenue streams. The company helps its clients with repurposing, redistributing, licensing, and selling content across numerous platforms and territories. Resulting in over a million dollars for its eclectic roster of over 300 creators, the company leverages its extensive creator network and expertise in original content development, to redefine digital content syndication. Mirage Digital is bridging the gap between creators and enterprise opportunities by sourcing high-quality content from creators and repurposing it for expanded deal flow and pipeline of distribution across OTT and FAST platforms.
Team Liquid, coming off a championship win in March, is set to make history with its most ambitious Race to World First campaign yet, with live coverage kicking off in July. For the first time, the tournament and its surrounding content will be broadcast beyond Twitch to OTT and FAST audiences, expanding access for new and longtime fans alike.
“This launch marks a huge moment not just for Team Liquid, but for the future of all eSports and creator content. We’re unlocking a format that merges always-on content with world-class competitive play, giving fans a reason to tune in every hour of every day. This is a monumental moment for both television networks and eSports to recognize the boundaries they are breaking in both parallels,” said Griffin Haddrill, Founder of Mirage Digital.
The multi-day broadcast includes full tournament coverage alongside exclusive behind-the-scenes content, player profiles, real-time strategy breakdowns, and each day’s highlights – providing an unprecedented level of access to Team Liquid’s journey and personalities within the event.
Team Liquid will bring its world-renowned Race to World First event to new audiences with a livestream on The Roku Channel in late August. Widely regarded as one of the most thrilling competitions in MMORPG gaming, Race to World First draws millions of global viewers eager to watch elite teams battle for supremacy in World of Warcraft. Known for pushing the boundaries of eSports entertainment, Team Liquid is once again innovating – this marks the first time the iconic event will be available via a dedicated OTT streaming platform, giving fans an even more immersive viewing experience.
“This collaboration is the result of our mission to re-imagine where and how gaming and creator content lives. All parties saw an opportunity to take one of the most anticipated eSports events of the year and expand its reach to new audiences through OTT and FAST distribution. This is about creating long-term value for teams, fans, and platforms alike—and Race to World First is just the beginning,” said Robin Bigge, Co-CEO of Mirage Digital.
“This is a historic evolution in how we bring eSports to the world. We’ve built a legacy on competitive excellence, and this partnership lets us showcase the heart, hustle, and humanity of our players in a way we’ve never done before—24/7, across every screen,” said Claire Hungate, President & COO of Team Liquid.
This moment also marks the first time Team Liquid has programmed content specifically for a FAST Channel, a move that speaks to the maturation and crossover appeal of eSports for general audiences.
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The collaboration will introduce a range of immersive on-ground activations, Priceless Experiences and seamless payment solutions to enhance the fan journey
The Esports World Cup Foundation (EWCF) announced the return of Mastercard as an official event supplier for the 2025 Esports World Cup, the world’s largest esports event, set to take place in Riyadh, Saudi Arabia, from July 7 to August 24. The renewed partnership underscores Mastercard’s continued commitment to elevating digital experiences, championing youth engagement, and supporting the Kingdom’s rapidly growing gaming ecosystem.
Through the collaboration with the Esports World Cup, Mastercard will introduce a range of immersive on-ground activations and seamless payment solutions designed to enhance the overall fan journey. This will include creating a bespoke version of the Mastercard Gamer Academy, where Mastercard, in collaboration with G2 Esports and Esports World Cup, designed a one-of-a-kind experience that will provide 10 successful applicants with the opportunity to be mentored by professionals on how they could pursue a career in esports. Further, fans can collect Priceless Points by interacting with the games and activities available at the Mastercard booth for the chance to win ultimate gaming gear that will be rewarded to the top scoring players. Further, there will be live appearances by G2 Esports players to be hosted as fireside chats to talk about areas like pro esports. The brand’s presence will emphasize the intersection of technology, gaming, and culture, anchored by initiatives that highlight and support local Saudi talent.
“Mastercard’s return as a partner reflects the Esports World Cup’s evolution from a tournament into a global cultural platform,” said Mohammed Al Nimer, Chief Commercial Officer, Esports World Cup Foundation. “Together, we’re creating impactful experiences that go beyond gameplay, uniting youth empowerment, digital inclusion, and immersive fan engagement. Mastercard’s focus on Priceless experiences and innovation makes them an ideal partner to help us inspire the next generation of gamers and connect with fans in meaningful and memorable ways.”
Saud Swar, Country Manager, Saudi Arabia, Bahrain, Jordan and other Levant, Mastercard added, “We are proud to deepen our partnership with the Esports World Cup Foundation as we continue to unlock the potential of gaming in the Kingdom. In line with Saudi Vision 2030, Mastercard is committed to connecting people to their passions, driving innovation, and inspiring the next generation. Our priceless experiences help empower youth, promote digital inclusion, and celebrate Saudi Arabia’s vibrant esports culture.”
This partnership builds on Mastercard’s long-standing global support for the gaming and esports industry, including its strategic sponsorship of Riot Games’ League of Legends and VALORANT. It reinforces Mastercard’s leadership in digital payments and its role in shaping future-facing experiences through youth engagement and innovation.
The 2025 Esports World Cup will host 25 tournaments across 24 game titles, bringing together over 2,000 elite players and 200 Clubs from more than 100 countries. With a record-breaking prize pool of over $70 million, the event will offer fans a comprehensive entertainment experience, from high-stakes competition and live music to anime cafés, retro arcades, cosplay showcases, and more, cementing Riyadh’s position as a global esports and entertainment hub.
The post Mastercard Extends Partnership with Esports World Cup 2025 appeared first on European Gaming Industry News.
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