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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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AI-Powered Gamification Arrives on Vegangster Platform via Smartico
iGaming operators can now access CRM automation, hyper-personalisation, and engagement tools to maximise player lifetime value. Platform provider Vegangster has partnered with Smartico, a multi-channel engagement marketing platform, to integrate AI-powered gamification and CRM technology across its ecosystem.
The partnership equips Vegangster’s operator clients with a complete suite of retention tools, including missions, leaderboards, loyalty funnels and mini-games. Powered by AI-driven automation and segmentation, these tools enable operators to deliver personalised campaigns in real-time and build stronger player loyalty across casino and sportsbook brands.
“We build our platform to give operators the sharpest tools to launch quickly and scale with confidence. Partnering with Smartico takes that further, as our clients can now set a new standard for retention with AI-powered automation and gamification,” said Michael Oziransky, Chief Product Officer at Vegangster.
Smartico’s integration with Vegangster enables operators to run engagement campaigns seamlessly. Predictive analytics, personalised messaging, and gamified features provide direct control of the player journey and deliver measurable impact on lifetime value.
“Vegangster’s forward-looking approach makes them an ideal partner,” said Yuval Mechoullam, Co-Founder at Smartico. “Together, we’re equipping operators with solutions that elevate engagement and translate it into lasting business growth.”
About Vegangster
Vegangster provides a full-stack iGaming platform engineered for speed, scalability, and operator control. Its turnkey, white-label, and sweepstakes solutions integrate casino and sportsbook content, payments, CRM, compliance, and social features into a single mobile-first system. With Vegangster, operators can launch quickly and scale with confidence.
About Smartico
Smartico is a multi-channel engagement marketing solution redefining CRM automation and gamification for iGaming operators. By combining real-time automation, gamified mechanics, and AI-driven insights, it enables brands to personalise every stage of the player journey. With a global client base and dedicated team of experts, Smartico helps operators boost engagement, improve retention, and drive sustainable growth.
The post AI-Powered Gamification Arrives on Vegangster Platform via Smartico appeared first on European Gaming Industry News.
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1spin4win unveils Beersburg Fest Hold and Win slot inspired by Oktoberfest
Beersburg Fest Hold and Win recreates the joyful energy of Europe’s most iconic beer festival with bright symbols, playful animations, and upbeat music. From smiling waitresses with frothy mugs to sizzling bratwurst and vibrant Bavarian decoration, every detail adds to the immersion.
On the gameplay side, the online slot features a 3×3 grid with 27 paylines, optimized for smooth play on any device. Beer mugs act as Wilds, while lining up nine identical symbols instantly doubles the payout. Landing three or more Coins triggers the Hold and Win round with three respins and a chance to collect jackpots — the x100 Mini and the x1,000 Mega.
As with all 1spin4win releases, the game is built around fair balance, fine-tuned volatility, and user-focused design. The clean interface, subtle sound, and carefully calibrated RTP create an irritation-free experience for players and strong retention potential for operators.
Olga Bogdanova, the Art Director at 1spin4win, commented, “Festivals have a special kind of spirit. They bring people together and celebrate tradition. We designed Beersburg Fest Hold and Win to capture that feeling, letting players step into the Oktoberfest festival, enjoy its sights and sounds, and experience the joy of the Bonus round.”
About 1spin4win
1spin4win is a fast-growing game provider founded in May 2021 by ambitious developers with over 15 years of experience in the gambling industry. Since its inception, the company has expanded its portfolio to include over 150 classic online slots, all characterized by quality mathematics, transparent mechanics, and well-balanced gameplay — key factors that drive strong player retention. The studio aims to release an average of four new games each month in 2025 and offers effective promotional tools for casino operators to help them enhance player loyalty.
The post 1spin4win unveils Beersburg Fest Hold and Win slot inspired by Oktoberfest appeared first on European Gaming Industry News.
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Mancala Gaming Revolutionizes iGaming with Diego’s Spicy Truck
Mancala Gaming proudly announces the launch of Diego’s Spicy Truck, a bold new game with innovative features. It’s designed to captivate both players and operators, pushing boundaries in interactive gaming.
In a recent interview with Jekaterina Dubnicka – Head of Marketing and Communications at Slotsjudge, Pantelis Spyrou – Head of Game Studio at Mancala Gaming revealed how Diego’s Spicy Truck redefines engagement. Players run a food truck business, collecting spicy rewards while navigating a fast-paced environment. The game’s dynamic rewards and quirky storyline keep players engaged. Operators will see strong performance with a multi-layered gameplay experience that appeals to both seasoned and casual gamers.
Diego’s Spicy Truck is set to be a key player in the iGaming world. Mancala Gaming invites operators to explore its potential and take part in this exciting journey.
The post Mancala Gaming Revolutionizes iGaming with Diego’s Spicy Truck appeared first on European Gaming Industry News.
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