Mobile Gaming Use Cases/EngineeringEngineering

Do cross-platform matches (mobile vs tablet vs PC emulator) result in win rate imbalances above 10% favoring one platform, indicating unfair input advantages?

Detect platform-based competitive imbalances in cross-play to implement fair matchmaking pools

Metrics & KPIs

Win rate by platformcross-platform match shareplatform win rate deltaskill-adjusted imbalance

Required Data

Match resultsplatform identifiersinput method dataplayer skill ratings

Data Sources

TelemetryData Warehouse

Works with tools like

MixpanelAmplitudeGameAnalyticsFirebase AnalyticsdeltaDNASnowflakeBigQueryRedshiftDatabricksClickHouse

How Bruin answers this

Bruin

Bruin AI Data Analyst

Do cross-platform matches (mobile vs tablet vs PC emulator) result in win rate imbalances above 10% favoring one platform, indicating unfair input advantages?

Bruin connects to your Telemetry, Data Warehouse and runs the analysis automatically.

It tracks Win rate by platform, cross-platform match share, platform win rate delta and delivers the answer in seconds, in Slack, Discord, Teams, Google Chat, WhatsApp, Telegram, email, or your browser.

Bruin for mobile gaming

Use cases across every team in your studio, from monetisation to LiveOps, product to engineering. One AI that speaks your data.

Ads Monetization ManagerC-LevelCRM / Lifecycle ManagerData ScientistEconomy DesignerEngineeringFinance / FP&AGame DesignerLiveOps ManagerPlayer Support / CommunityProduct ManagerQA EngineerUA Manager

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