AWS for Games Blog

Category: Amazon SageMaker

Operationalize generative AI applications on AWS: Part I – Overview of LLMOps solution

With the rising popularity of generative artificial intelligence (AI), companies are exploring foundation models (FMs) and realizing the immediate benefit they provide to their business. FMs are large machine learning models that are pre-trained on vast amounts of data, which can perform many tasks such as text, code, and generate images. As more companies train […]

Level-Up Player Retention with No-Code Machine Learning Using Amazon SageMaker Canvas

Free-to-play (F2P) games have become a dominant force and model in the gaming industry. Their revenue relies primarily on in-game ads and transactions driven by a large, engaged, and consistent player base. Besides requiring robust infrastructure and backend systems to handle the scale of incoming players, F2P games also require a continual funnel of new players, […]

Riot Games and AWS bring esports ‘Win Probability’ stat to 2023 League of Legends World Championships broadcasts

Riot Games, the developer behind League of Legends (LoL), VALORANT, and Wild Rift, in collaboration with Amazon Web Services (AWS) will introduce ‘Win Probability’ within the upcoming 2023 League of Legends World Championship broadcast. Analyzing key data points throughout gameplay, the ‘Win Probability’ stat is designed to educate and inform fans as to how teams […]

Pixel Federation Featured Image

Pixel Federation goes all-in on AWS with help from Labyrinth Labs

Mobile game developer and publisher Pixel Federation entertains more than 140M players worldwide with popular mobile games, including ‘Diggy’s Adventure,’ ‘Trainstation 2,’ ‘Puzzle Adventure,’ and ‘Port City.’ Founded by four game enthusiasts in 2007, the Slovakia-based company specializes in creating mobile free-to-play community-based experiences, determining development priorities based on player feedback. Hampered by increasingly frequent […]

Detect fraud in games using machine learning.

Detecting fraud in games using machine learning

As video games rise in popularity and more games move toward free-to-play models, there’s more opportunity for fraudulent behavior among players. Fraud is problematic for studios because it devalues in-game currency that’s bought with real money and the digital goods that can be purchased with it. Fraud also causes players to lose trust in the […]