Buy game and simulation data for AI training

What is game and simulation data?

Game and simulation data is the record a game produces as people play it: screen video, the inputs that drove it, match replays, telemetry events, chat and the level and asset files that define the world. Simulation data is the same record from engines built for training, such as driving or robot simulators.

Its value for AI is that every frame comes with a known cause, the input the player gave. That pairing is hard to find in ordinary video.

What do AI teams use game data for?

AI teams use game data mainly for world models and agents. A world model trained on gameplay learns how a scene changes after each input, and an agent learns which inputs reach a goal.

Microsoft says Bleeding Edge matches were recorded only if the player agreed to the end user license agreement, and that its researchers worked with Ninja Theory and Microsoft compliance teams on collection. That is the standard to ask any seller to match. See the Microsoft and OpenAI profiles.

How much does game data cost?

Game data has no published rate card from any buyer or marketplace we checked. The $500 million figure was a reported offer for a whole company, not a price per hour of gameplay, and it was an offer rather than a completed sale.

Expect a per-hour or per-title license, priced on how much gameplay has synchronized inputs, how many titles and genres it spans and whether level and 3D state data come with it. Our guide to AI training data pricing models explains these structures.

What rights does a game studio need to license player data?

A game studio needs rights in two layers to license player data: the game itself and the players' activity. Code and art made by employees within their jobs are works made for hire owned by the studio, according to the US Copyright Office's Circular 30, but art, music and voice work by contractors need a written assignment, and licensed brands or engines can carry their own limits.

Player data depends on the end user license agreement and privacy policy in force when it was recorded. The FTC has warned that quietly changing terms of service to allow AI training could be unfair or deceptive, so check that the terms covered training and not just game improvement.

COPPA affects player data whenever a game collects personal information from children under 13. In December 2022 Epic Games agreed to pay a $275 million penalty after the FTC alleged it collected Fortnite players' data without notifying parents or getting verifiable parental consent.

The FTC's amended COPPA Rule took effect on June 23, 2025, with compliance due by April 22, 2026. In it the FTC states that disclosing a child's personal information to train or otherwise develop artificial intelligence technologies is not integral to a service and would require separate consent. Ask whether any under-13 accounts are in scope and how that consent was obtained.

Chat and voice add more. The CCPA covers unique identifiers such as player and device IDs, and Illinois' BIPA lists voiceprints as biometric identifiers.

What should you check in a game data sample?

A game data sample should show that inputs, frames and metadata line up and that players cannot be identified. Check these points on a random draw across titles and dates.

• Inputs aligned with frames at the stated rate, with no dropped segments
• Chat, usernames and voice removed or de-identified
• Bot, cheat and test-account sessions flagged
• Titles, modes and skill levels spread as the manifest says
• Engine version and replay format documented so files can be re-rendered

Our guide on how to evaluate a dataset sample covers the tests, and the agent trajectories guide explains how game environments relate to reinforcement learning.

If you hold UK or EU data

If player data comes from the UK or EU, UK GDPR or EU GDPR applies to identifiable players. The ICO's Age appropriate design code, known as the Children's code, applies to online services likely to be accessed by children and names online games as an example.

How do you source vetted game data?

You source vetted game data by naming the genres, input types and hours you need, then checking the player terms behind each archive. Every seller we shortlist passes our eight-point vetting standard. Book a free consultation to start.