
Steam review mix, revenue model, and refund leakage.
Sentiment vs playtime and velocity signals.
Sentiment × Playtime
review counts| Bucket | Neg | Pos |
|---|---|---|
| ≤ 2h playtime | 60.8% Avg playtime 0.8h | 162.1% Avg playtime 0.7h |
| > 2h playtime | 476.1% Avg playtime 41.7h | 69991% Avg playtime 60.3h |
Velocity
review pace| Avg/day | 0.3 rev/day |
| Last 30d | 1.4 rev/day |
| Quarterly | 17.1 rev/qtr |
| Days covered | 3,013 days |
Buyer mixes, lifecycle phase, and Steam Deck signals.