
Steam review mix, revenue model, and refund leakage.
Sentiment vs playtime and velocity signals.
Sentiment × Playtime
review counts| Bucket | Neg | Pos |
|---|---|---|
| ≤ 2h playtime | 72.7% Avg playtime 1.2h | 72.7% Avg playtime 0.7h |
| > 2h playtime | 4617.6% Avg playtime 13h | 20177% Avg playtime 30.9h |
Velocity
review pace| Avg/day | 0.1 rev/day |
| Last 30d | 0.7 rev/day |
| Quarterly | 7.3 rev/qtr |
| Days covered | 2,403.7 days |
Buyer mixes, lifecycle phase, and Steam Deck signals.