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Odds on: Unlocking the potential of AI for esports betting

Published

1 year ago

August 13, 2024

Reading Time: 3 minutes

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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Meridianbet Doubles Down on Belgium: New Casino License Unlocks €455m Market Segment

Published

11 hours ago

December 22, 2025

George Miller

Editor’s Take

Why this matters: This is a classic “Cross-Sell” play. Meridianbet has already spent seven years building a sports betting database in Belgium. By securing this B+ license, they can now monetize those same users with higher-margin casino products (slots, table games) without needing to acquire new traffic from scratch. With the Belgian casino sector growing at 20% year-over-year, this is a significant revenue unlock for the GMGI portfolio.

The Full Story

Meridianbet, the sports betting and gaming operator owned by Golden Matrix Group Inc. (NASDAQ: GMGI), has successfully expanded its regulatory footprint in Europe by securing a B+ online gaming license in Belgium.

The new license (B+ 4016) authorizes the company to launch a comprehensive online casino platform—featuring slots, table games, and automated live games—starting in January 2026. This move significantly broadens the operator’s capabilities in the country, complementing its existing sports betting operations which have been active in the Belgian market for seven years.

Targeting the Largest Market Segment The strategic rationale behind the license is clear: Casino is now the dominant force in Belgian gambling. According to the Belgian Gaming Commission, the online casino vertical generated €455 million in Gross Gaming Revenue (GGR) in 2023, representing a 20.2% year-over-year increase.

By entering this vertical, Meridianbet gains access to the largest and fastest-growing segment of a market that generated a total of €944.6 million last year.

Tech-First Entry Meridianbet plans to deploy its proprietary AI Casino Recommender technology for the Belgian launch. This system analyzes player behavior and preferences in real-time to deliver personalized game suggestions, a crucial differentiator in a highly concentrated market where just ten operators account for 94% of all online wagers.

Regulatory Context Belgium is known for having one of Europe’s strictest regulatory frameworks, characterized by rigorous compliance standards and player protection protocols. Securing this license validates Meridianbet’s operational standards and deepens its foothold in a “mature” market that is notoriously difficult for new entrants to penetrate.

The post Meridianbet Doubles Down on Belgium: New Casino License Unlocks €455m Market Segment appeared first on Gaming and Gambling Industry Newsroom.

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LinkDataMedia Drops ‘Startup’ Look with Major 5th Anniversary Rebrand

Published

15 hours ago

December 22, 2025

George Miller

Editor’s Take

Why this matters: In the iGaming affiliate space, the five-year mark is a critical survival threshold. Many media startups fade away before reaching it. LinkDataMedia’s decision to rebrand now is a classic “graduation” signal. By shedding their startup skin for a more corporate, “blue-chip” aesthetic (the stability-focused blue triangle), they are telling operators and partners that they are no longer just an affiliate project, but a stable infrastructure partner ready for larger commercial deals.

The Full Story

LinkDataMedia, the parent company behind the popular affiliate portal Gamblers Connect, has announced a comprehensive corporate rebrand to coincide with its fifth anniversary.

The overhaul includes a completely refreshed brand identity, a redesigned logo, and a fully revamped website, all of which are now live. The move is described by the company not as a mere cosmetic update, but as a strategic pivot designed to distance the business from its “startup roots” and reflect its current status as an established player in the competitive iGaming media landscape.

Visualizing Maturity The new visual language features a modernized blue triangular logo, a shape chosen to represent “stability and forward momentum.” The digital user experience has also been streamlined, offering partners a cleaner interface that aligns better with the company’s matured operational capabilities.

Management Commentary Gjorgje Ristikj, Founder and CEO of LinkDataMedia, commented on the significance of hitting the half-decade milestone in such a volatile industry:

“Surviving the first five years in business takes more than luck. It takes belief, resilience, and the right people around you. This milestone, and the rebrand, reflect exactly that.”

Implementation The new branding has already been deployed across the main corporate website and is currently being rolled out across LinkDataMedia’s social media channels and internal communication platforms. As the company enters its sixth year, the refreshed identity aims to set the stage for a new phase of expansion and innovation.

The post LinkDataMedia Drops ‘Startup’ Look with Major 5th Anniversary Rebrand appeared first on Gaming and Gambling Industry Newsroom.

Latest News

Win Systems to Debut New ‘Gold Club Colors’ and WIGOS Upgrades at ICE Barcelona

Published

15 hours ago

December 22, 2025

George Miller

Editor’s Take

Why this matters: As ICE makes its historic move to Barcelona, established tech providers like Win Systems are under pressure to bring their “A-game” to the larger venue. The focus here isn’t just on cabinets; it’s the ecosystem. By highlighting WIGOS (their CMS) alongside WIN PAY, Win Systems is positioning itself as an infrastructure partner, not just a hardware supplier. The debut of the Gold Club Colors roulette specifically targets the growing demand for visually customizable electronic table games (ETGs).

The Full Story

Win Systems, the global provider of technology for the gaming and entertainment industry, has confirmed its product roadmap for ICE Barcelona 2026, the sector’s most significant international event taking place from January 19 to 21.

Exhibiting at Stand 3M30 at the Fira Barcelona Gran Via, the company will leverage the new venue to showcase a broad portfolio designed to cover the entire casino floor—from management systems to the gaming floor itself.

Systems and Fintech At the core of the showcase is WIGOS, the company’s flagship Casino Management System (CMS). WIGOS is widely recognized for connecting thousands of machines across multiple countries, and the Barcelona display will focus on advanced tools that streamline daily operations and optimize player retention.

Complementing the CMS, Win Systems will present WIN PAY, its secure transaction platform. As cashless and seamless payment solutions become standard requirements for operators, WIN PAY offers the necessary efficiency and security controls for modern gaming environments.

Hardware: Roulette and Slots On the hardware side, Win Systems is refreshing its electronic table game offering with the new Gold Club Colors electronic roulette. The Gold Club line has long been a staple in the company’s portfolio, known for its compact footprint and reliability; the “Colors” iteration promises to maximize visual impact on the floor.

Alongside the roulette, the company will display its latest slot hardware, including the Sublime and Rhapsody cabinets. These units are designed to house the company’s extensive game library, which has been adapted to suit diverse market profiles from Europe to Latin America.

Strategic Goals Win Systems aims to use the three-day event to reinforce its 30-year legacy in the industry. The company described its participation as a commitment to “continuous innovation,” inviting operators and regulators to explore how their integrated solutions can improve in-room performance.

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