
Steam review mix, revenue model, and refund leakage.
Sentiment vs playtime and velocity signals.
Sentiment × Playtime
review counts| Bucket | Neg | Pos |
|---|---|---|
| ≤ 2h playtime | 232.4% Avg playtime 1.1h | 151.6% Avg playtime 0.8h |
| > 2h playtime | 15115.8% Avg playtime 20.4h | 76680.2% Avg playtime 33.4h |
Velocity
review pace| Avg/day | 0.6 rev/day |
| Last 30d | 5.9 rev/day |
| Quarterly | 28.5 rev/qtr |
| Days covered | 1,724.1 days |
Buyer mixes, lifecycle phase, and Steam Deck signals.