
Steam review mix, revenue model, and refund leakage.
Sentiment vs playtime and velocity signals.
Sentiment × Playtime
review counts| Bucket | Neg | Pos |
|---|---|---|
| ≤ 2h playtime | 78.3% Avg playtime 0.8h | 44.8% Avg playtime 1.6h |
| > 2h playtime | 1517.9% Avg playtime 9.3h | 5869% Avg playtime 15.8h |
Velocity
review pace| Avg/day | 24.7 rev/day |
| Last 30d | 2.8 rev/day |
| Quarterly | 0 rev/qtr |
| Days covered | 3.4 days |
Buyer mixes, lifecycle phase, and Steam Deck signals.