

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
PlayVS Announces Multi-year Partnership with Zenni Optical

PlayVS, the leading esports platform in North America, announced a multi-year partnership with Zenni Optical, the world’s leading online eyewear retailer. This partnership establishes Zenni as the official eyewear partner of PlayVS, bringing exclusive benefits to PlayVS’ esports community.
As part of this collaboration, Zenni will serve as the official eyewear partner of the PlayVS Cup, the annual national esports championship for high school students. The Cup provides top scholastic esports teams from across the country with an opportunity to compete for a national title and earn recognition and awards, including college scholarships. Zenni’s partnership will help power scholarship prizes for Cup finalists, furthering PlayVS’ dedication to empowering students and supporting their educational and athletic ambitions. These scholarships not only aid with alleviating financial strain, but also highlight esports as a viable pathway to academic and professional success.
Zenni’s eyewear will also be included in the prize packages that PlayVS Cup champions and PlayVS Awards winners receive, providing students with high quality eyewear to complement their gaming performance. Additionally, Zenni will offer members of the PlayVS community exclusive discounts on eyewear.
“We are excited to partner with PlayVS and expand our ongoing support of the gaming and esports community. Empowering a dedicated high school esports program that not only will generate awareness around the importance of eye health to a new generation of gamers but also support their academic pursuits is such an amazing opportunity for Zenni to partner with,” said Robb Chiarini, Head of Partnerships, Licensing, & Events at Zenni Optical.
Through this partnership, Zenni will also be integrated into PlayVS’ content series, Road to the PlayVS Cup, a set of videos showcasing different esports programs across the nation as they compete to earn a spot in the PlayVS Cup.
“Partnering with Zenni is a natural fit for us as we continue to grow the high school esports community. Zenni shares our commitment to supporting students in both esports and academics. By joining forces with Zenni, we’re empowering students with scholarships and enabling them to partake in healthy competition to foster their esports careers. We’re excited to work together and bring Zenni’s eyewear to our community of gamers,” said Jon Chapman, CEO of PlayVS.
The post PlayVS Announces Multi-year Partnership with Zenni Optical appeared first on Gaming and Gambling Industry in the Americas.
eSports
Genius Sports Signs Partnerships with Bayes Esports and GRID

Genius Sports Limited has signed new partnerships with Bayes Esports and GRID Esports (GRID) to provide sportsbooks with the highest-quality official esports offering.
GRID, as the only game data platform directly working with the game publishers will provide Genius Sports with exclusive access to official live esports data from League of Legends, and VALORANT, the fastest-growing betting esports title, alongside Ubisoft’s Rainbow Six data, and a robust portfolio of CS2 and Dota2 data from the global tournaments by BLAST and Champion of Champions.
Genius Sports’ sportsbook partners will also be able to access official streaming and data visualizations powered by official GRID data.
Bayes Esports is helping power Genius Sports’ esports offering with its highly granular Live Match Data. As the exclusive data partner of key esports tournament organisers such as ESL FACEIT Group, Bayes Esports covers the majority of official live data for Counter-Strike 2 and Dota 2 esports, which brings in some of the highest revenue for sportsbooks.
Genius Sports will further enhance its offering with Bayes Esports’ data product suite, including low-latency video and live data-powered widgets. Select Genius Sports products will be available through Bayes Esports’ distribution in return.
Going forward, Genius Sports will provide sportsbooks worldwide with an end-to-end esports trading product across pre-match and in-play, powered by ultra low-latency data to guarantee sharp odds and maximum market uptime. Through this product, sportsbooks can unlock new revenues by reaching a highly engaged audience with high-octane, year-round content.
“We are thrilled to announce these new partnerships with Bayes and GRID, two leaders in their field, to create an unrivalled esports content suite for our sportsbook partners. As the new home of esports for sportsbooks, we will provide our partners with the highest-quality data and odds on the most prestigious titles in the sport,” said Matt Stephenson, Global Partnerships Director at Genius Sports.
The post Genius Sports Signs Partnerships with Bayes Esports and GRID appeared first on European Gaming Industry News.
eSports
DACH CS Joins as Member of Esports Integrity Commission

The Esports Integrity Commission (ESIC) has announced that DACH CS GmbH (DACH CS), a tournament organiser seeking to revitalise competitive Counter-Strike in Germany, Austria and Switzerland, has officially joined ESIC membership.
By joining ESIC, DACH CS commits to upholding the highest standards of competitive integrity. The membership requires the league to implement ESIC’s Integrity Programme across all of its tournaments, tackling key issues such as match-fixing, cheating, and doping, fostering a culture of fair play within the region.
As an ESIC member, DACH CS will integrate ESIC’s codes of conduct, actively cooperate in investigations, and enforce ESIC’s rulings. This commitment aligns DACH CS with global best practices, ensuring that the DACH Counter-Strike esports scene operates with a proven integrity framework.
Stephen Hanna, Chief Executive Officer of ESIC, said: “DACH CS’s dedication to rebuilding and strengthening the competitive Counter-Strike scene in the DACH region makes them a valuable addition to ESIC’s growing membership. Their commitment to competitive integrity and fair competition aligns perfectly with our mission to safeguard esports. We look forward to working closely with them to support a sustainable and transparent ecosystem for players, teams, and stakeholders in the region.”
Anton Christoph, Founder & Managing Director of DACH CS, said: “At DACH CS, we’re on a mission to take the Counter-Strike Scene in Germany, Austria, and Switzerland to old and new heights! We’re super excited to be joining forces with ESIC, as we’re confident that this is a vital step in keeping our community’s most prized values at the heart of our operations. By teaming up with ESIC and aligning with their globally recognised integrity standards, we’re making a promise to you, our players, teams and stakeholders, to provide a competitive environment that’s both trusted and well-structured. We are excited to work closely with ESIC to build a sustainable and respected esports landscape in the DACH region.”
The post DACH CS Joins as Member of Esports Integrity Commission appeared first on European Gaming Industry News.
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