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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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CryptoWins Celebrates One-Year Milestone with Birthday Month Bonuses and New Slot Launch: Wild Alaska
This month marks the one-year anniversary of CryptoWins, a cutting-edge cryptocurrency-only casino that has quickly made an impact in the gaming world since its debut.
To celebrate, CryptoWins is rolling out a month of birthday bonuses and gifts for both new and returning players. Earlier this month, players already enjoyed an 80% VIP Match bonus, and the celebration continues with even more rewards, including a 66% match bonus for players who’ve made at least one deposit during the month, as well as a $20 freebie!
To kick off its birthday month, CryptoWins.com has introduced its latest video slot, Wild Alaska, created by Slotland Entertainment. This high-energy 5×3 slot game is packed with adventure and features a max multiplier of 750x, a $20 max bet, and 20 paylines. A standout feature is the Free Spins round, where all winnings are tripled, and Grizzly Wilds become Extended Wilds, giving players even more opportunities for massive payouts.
“This milestone wouldn’t be possible without the support of our incredible players. To show our gratitude, we’ve released a month of exclusive bonuses and a cool new game,” said Michael Hilary, CryptoWins manager. “We’ve built CryptoWins around the values of transparency, fairness, and player freedom. Our provably fair gaming technology ensures every player can verify game results for complete peace of mind, while our no withdrawal limits policy allows players to enjoy our platform to the fullest.”
In keeping with its commitment to providing regular rewards, CryptoWins has continued to deliver ongoing promotions throughout the year, including reload bonuses and cashback offers. The casino also boasts a dedicated VIP loyalty program, designed to reward consistent play with exclusive perks.
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The post CryptoWins Celebrates One-Year Milestone with Birthday Month Bonuses and New Slot Launch: Wild Alaska appeared first on European Gaming Industry News.
CT Interactive has achieved A1 Supplier Certification in Greece, awarded by the Hellenic Gaming Commission. This significant milestone underscores the company’s strategic commitment to expanding its presence in regulated European markets. The A1 certification enables CT Interactive to offer its top-tier gaming portfolio to licensed operators across Greece.
Focused on enhancing the player experience, CT Interactive delivers a meticulously curated selection of games that have proven successful in the market, including titles like Win Storm, Lucky Clover, The Big Chilli, Chilli Fruits and many others. By prioritising quality and player satisfaction, each game is designed to provide immersive, engaging experiences.
Continuously evolving to meet player preferences and utilising cutting-edge technology, CT Interactive ensures a seamless and rewarding gaming journey. This commitment not only fosters long-term player loyalty but also reinforces the company’s dedication to creating lasting value while maintaining the highest standards of performance and entertainment.
The post CT Interactive Achieves A1 Certification for Greece appeared first on European Gaming Industry News.
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Betsoft Unveils Exclusive Adventure in Coins of Slotshammer – Hold & WinTM for SlotsHammer
Betsoft Gaming has released Coins of Slotshammer – Hold & Win, a new 3×3 video slot crafted specifically for SlotsHammer. This branded title invites players to explore the mysteries of ancient Egypt, where treasures and timeless beauty come to life with dynamic spins and rewarding gameplay.
Featuring Betsoft’s enhanced Hold & Win mechanic, players can unlock exciting features by collecting BONUS and RA BONUS symbols. The RA BONUS symbols lock in place during the Hold & Win feature, while additional symbols reset the respin counter, creating extended opportunities for rewards. WILD symbols, appearing across all three reels, help complete symbol combinations, while the Chest of Gold offers a chance to activate the Hold & Win rounds during the base game, making every spin an engaging experience.
Fernando Van Velzen, Head of Account Management at Betsoft, said: “Coins of Slotshammer – Hold & Win showcases Betsoft’s dedication to delivering high-quality, exclusive branded content. It’s been a pleasure to collaborate with SlotsHammer to create a game that captures both the excitement of exploration and the innovation our players expect. We’re confident this release will resonate deeply with their audience.”
George Merodoulakis, Group CCO of Campeόn Gaming, said: “We are thrilled to announce our latest project with Betsoft, underscoring the power of collaboration in driving innovation. Partnering with industry leaders like Betsoft enables us to deliver engaging, customized content to our players. By combining our strengths, we’re not only addressing the evolving demands of the market but also setting new standards for entertainment. We look forward to the exciting opportunities this collaboration will bring to our customers and partners.”
The post Betsoft Unveils Exclusive Adventure in Coins of Slotshammer – Hold & WinTM for SlotsHammer appeared first on European Gaming Industry News.
CryptoWins Celebrates One-Year Milestone with Birthday Month Bonuses and New Slot Launch: Wild Alaska
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Betsoft Unveils Exclusive Adventure in Coins of Slotshammer – Hold & WinTM for SlotsHammer
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