eSports

Odds on: Unlocking the potential of AI for esports betting

Published

1 year ago

August 13, 2024

odds-on:-unlocking-the-potential-of-ai-for-esports-betting

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.

Anushka Bhatnagar

From Rolling Loud to Riot Games: How 2025 Became the Year of Indian Gaming

Published

2 days ago

December 23, 2025

Wladimir P.

from-rolling-loud-to-riot-games:-how-2025-became-the-year-of-indian-gaming

Editor’s Take

Why this matters: India has long been a mobile-first gaming market (thanks to PUBG Mobile/BGMI). But 2025 proved that PC esports is not dead; in fact, it’s thriving culturally. Riot’s ability to integrate VALORANT into mainstream Indian youth culture—from “topper” billboards on exam result day to hip-hop festivals—is a masterclass in localized marketing. The success of S8UL Esports in League of Legends also signals that South Asia is finally ready to compete in global Tier 1 events.

The Full Story

Riot Games has released a retrospective on 2025, describing it as the year gaming in South Asia “didn’t feel tucked away anymore,” but rather became an unmistakable part of mainstream culture.

From filled cafés during watch parties to billboards featuring “inside jokes” from voice comms, the publisher’s year was defined by a massive surge in engagement across India, Bangladesh, Sri Lanka, Nepal, Maldives, and Bhutan.

The Competitive Surge: LoL and VALORANT The year began with the launch of Legends Ascend South Asia, a structured pathway for League of Legends talent that the region had been demanding. Ninety-five teams competed, culminating in S8UL Esports lifting the trophy and qualifying for the LCP Wild Card Playoffs—placing South Asian talent directly into the global conversation.

Simultaneously, PC esports found its footing in India through VALORANT Challengers South Asia.

The Numbers: The circuit recorded over 103 million live and non-live views throughout the season.
The Finals: The LAN event peaked at 50,000 concurrent viewers, proving that the appetite for PC tactical shooters remains fierce in a mobile-dominated region.

Cultural Crossovers: V5 and Rolling Loud Midway through the year, VALORANT celebrated its fifth anniversary (V5) with a campaign deeply rooted in Indian student culture.

“VAL Toppers”: On JEE results day (a major academic milestone in India), Riot reimagined the traditional “exam topper” billboards to celebrate Radiant-ranked players, sparking a viral conversation.
Rolling Loud India: In November, gaming met hip-hop. Riot integrated VALORANT into one of the world’s largest hip-hop festivals, with karaoke pods and gaming zones operating alongside performances by Wiz Khalifa and Central Cee.

Management Commentary Anushka Bhatnagar, Publishing Lead for Riot Games India & South Asia, reflected on the shift:

“2025 felt like a year when India’s gaming and esports landscape stepped into the centre of cultural conversation. VALORANT turning five reminded us how deeply the community here has shaped the game. From grassroots watch parties to moments like Rolling Loud, the ecosystem grew with a confidence that felt distinctly homegrown.”

Grassroots Momentum Beyond the flash of festivals, the year was sustained by community energy. College events introduced first-time players to the ecosystem, while local watch parties turned malls into pop-up arenas, ensuring that the growth of South Asian gaming was built “together” rather than just broadcast from above.

The post From Rolling Loud to Riot Games: How 2025 Became the Year of Indian Gaming appeared first on Gaming and Gambling Industry Newsroom.

CS2

GG.RECAP 2025: How GG.BET Bridged the Gap Between Football and CS2

Published

3 days ago

December 22, 2025

Wladimir P.

ggrecap-2025:-how-gg.bet-bridged-the-gap-between-football-and-cs2

Editor’s Take

Why this matters: While many operators treat sports and esports as separate silos, GG.BET spent 2025 actively dismantling that wall. Their strategy isn’t just about slapping logos on jerseys; it’s about content crossovers. Events like the “Match of LeGGends”—where pro footballers played Counter-Strike against NAVI—demonstrate a sophisticated understanding that the modern bettor is often a hybrid fan. This cross-pollination strategy is likely the future of betting marketing.

The Full Story

GG.BET, the international betting brand, has released a comprehensive video recap of its 2025 activity, showcasing a year defined by major traditional sports sponsorships and innovative projects that blurred the lines between the pitch and the server.

The recap, which details the operator’s expansion in both the sports and esports verticals, highlights a strategy built on immersive content rather than passive branding.

Traditional Sports: Boxing and Football In the world of traditional sports, GG.BET secured high-visibility partnerships. The brand served as the official partner for the heavyweight clash between Usyk and Dubois II, executing a global media campaign at Wembley Stadium.

In Ukraine, a key licensed market for the brand, GG.BET solidified its football presence by signing a three-year contract with the legendary FC Dynamo Kyiv, alongside sponsorships of FC Polissya and FC Zorya.

The “Dynamo 3.0” Campaign: To celebrate Dynamo Kyiv’s 30th championship, GG.BET hosted a “star-studded” press event featuring a short film on the team’s history, custom jerseys, and fan-centric activations, moving beyond standard sponsorship duties.

Esports Innovation: Mapping the Industry GG.BET continued to lead in its native esports territory. A standout project was the launch of the Interactive Esports Map in collaboration with Esports Charts. This tool provides users with retrospective data on global esports trends, including regional top disciplines and prize fund statistics.

The brand also focused on industry education, organizing the “Ukraine in Esports: Myth vs Fact” panel at the SBC Summit Ukraine and curating a unique “Esports Museum” to display legendary trophies and history.

Blurring the Lines: The “Match of LeGGends” Perhaps the most distinct initiative of 2025 was the “Match of LeGGends: Server Derby.” This crossover show match saw the current NAVI Counter-Strike 2 roster face off against footballers from Dynamo Kyiv inside the game server.

The Format: GG.BET designed unique game modes and special rules for the event, which was streamed with commentary from major figures in sports and entertainment. The project successfully introduced traditional sports fans to esports mechanics and vice versa.

Industry Recognition The efficacy of this hybrid communication strategy was acknowledged by the wider industry, with GG.BET securing the Operator of the Year in CEE title at the EGR Global Europe Awards 2025.

The post GG.RECAP 2025: How GG.BET Bridged the Gap Between Football and CS2 appeared first on Gaming and Gambling Industry Newsroom.

eSports

TEAM VITALITY RUN IT BACK FOR THEIR 2026 LEC ROSTER

Published

7 days ago

December 18, 2025

Wladimir P.

team-vitality-run-it-back-for-their-2026-lec-roster

Team Vitality is kicking off the new LEC season with renewed energy and a hunger to prove themselves on the international stage.
With superstar mid laner Marek “Humanoid” Brázda joining the lineup, alongside the support of an experienced coaching staff, the club is confident in its ability to compete at the highest level in 2026.
The squad’s goal is straightforward: become a top team in the LEC and qualify for Worlds in North America next year.
Next year marks a new chapter in the club’s long-term strategy to develop and elevate European talent, creating an environment built to deliver results.

Team Vitality is proud to present its new LEC roster for 2026. Throughout the upcoming season, the club aims to build on its existing core and further develop the team’s talent, while welcoming a new mid laner and a strategic Head Coach to elevate performance.

BACK WITH NEW FIREPOWER

The stage is set, and Team Vitality returns to the LEC more determined than ever. At the heart of this ambitious new roster is Kaan “Naak Nako” Okan, the Turkish superstar top laner, who will anchor the team. With the roster built around his talent, communication, and leadership, Team Vitality aims to make a deep run and achieve its first EMEA title.

Roster composition

Kaan “Naak Nako” Okan (Turkish) – 20 years old: The centrepiece of Team Vitality’s project, Naak Nako is an incredibly talented player known for his versatility and impact. A former high-level volleyball player, he began his professional League of Legends career in 2022 with Fenerbahce. Team Vitality then picked him up in December 2023, spent a year developing in the academy, and promoted him to the main roster, bringing both potential and dedication to the LEC squad.

Linas “Lyncas” Nauncikas (Lithuanian) – 21 years old: The hardworking engine of Team Vitality, Lyncas brings his relentless drive and consistency to the refreshed roster. Having played for several teams in the ERL and EMEA Masters, he was recruited by Team Vitality in May 2024. Now entering his third year in the LEC, Lyncas combines experience, adaptability, and a deep understanding of the league to power the team’s 2026 ambitions.

Marek “Humanoid” Brázda (Czech) – 25 years old: A veteran of the LEC scene and one of its most consistent mid laners over the past five years, Humanoid is repeatedly ranked among the league’s top 3 midlaners and has qualified for Worlds multiple times with rosters such as Fnatic and MAD Lions. Joining the Hive, Humanoid reunites with longtime teammate and fellow Czech Carzzy, bringing renewed motivation, experience, and leadership that the club hopes will translate into success and lead them to the Worlds stage.

Matyáš “Carzzy” Orság (Czech) – 23 years old: Consistently recognised as one of Europe’s best ADCs, Carzzy enters his seventh LEC year with a wealth of experience and a proven track record, having previously lifted three LEC trophies with MAD Lions. He brings a great personality as well as undeniable skill to Team Vitality. This season, he looks to flourish alongside his new teammate Humanoid, building strong synergy and impact in the hopes of bringing the teams to new heights.

Kadir “Fleshy” Kemiksiz (Turkish) – 24 years old: Having played for Vitality.Bee for seven months, Fleshy was promoted to the main roster last year ahead of the Summer Split. He quickly made his mark in the scene by bringing stability and reliable performances to the bot lane, leaving a strong impression on fans and teammates alike. Now entering his first full year in the LEC, Fleshy is ready to fully prove himself and make a lasting impact on Team Vitality’s road to Worlds.

Coaching staff

Patrick “Pad” Suckow-Breum (Danish) – Head Coach: A competitor through and through, Pad brings a lifelong passion for sports, having previously competed at a high level in football. He has been a coach in League of Legends since 2017, taking his first steps into the LEC with MAD Lions in 2020. Joining Team Vitality in December 2023 alongside Head Coach Mac, Pad is now taking the next step in his career as the team’s Head Coach, ready to lead Team Vitality to new heights with his experience, discipline, and vision.

Danusch “Arvindir” Fischer (German) – Strategic Coach: An ambitious coach, Arvindir began his career in professional League of Legends as an analyst for top LEC organisations, including SK Gaming and Splyce, before transitioning into coaching. He has worked across all the major ERL leagues, including a 3.5-year tenure at BIG, before moving on to KOI and Team BDS Academy, where he led the team to victory in the 2024 EMEA Masters Summer Split. Joining Team Vitality in 2025 as the Head Coach of the LFL roster, he has proven his worth in developing Vitality.Bee, and has now been promoted to Strategic Coach of the LEC team.

Luka “Lukezy” Trumbić (Croatian) – Assistant Coach: Lukezy has been involved in competitive League of Legends since 2014, initially as a semi-pro player before transitioning to coaching in 2023. He has previously worked with UCAM and NNO, gaining valuable experience across several competitive environments. Joining Team Vitality in December 2024, Lukezy now enters his second LEC season as the team’s Assistant Coach, where he has a hands-on role in player development.

”The addition of Marek to the roster reflects our strategic ambitions for the upcoming LEC season. Over the past 18 months, we have focused on developing Lynacs and Naak, making 2026 a key performance year for the team. We are confident that we now have all the pieces in place to compete for the top positions in LEC. While this season will be decisive, our team thrives under pressure, positioning us well to meet the challenge.” explains Patrick “Pad” Suckow-Breum, Head Coach of the team.

A NEW ERA BEGINS

With a clear goal in mind of reaching the international stage, Team Vitality enters 2026 determined to make this its breakthrough season. The team’s mission is bold, yet simple: establish itself as a top contender in each LEC split and secure qualification to Worlds. The organisation is committed to elevating European talent and building a team capable of competing at the highest level.

“We are building on the momentum from 2025, with results continuing to improve. We’ve added experience and an X-factor in a key position, in the hope that this will serve as a catalyst to confirm the potential of the young players we backed last year. We are confident that they can demonstrate that European talent is capable of competing for the qualifying spots at the World Championships.” says Fabien “Neo” Devide, President and co-founder of Team Vitality.

See you at the LEC 2026 Versus tournament in Berlin, starting on January 17th for the beginning of the competition!

The post TEAM VITALITY RUN IT BACK FOR THEIR 2026 LEC ROSTER appeared first on Gaming and Gambling Industry Newsroom.