
Steam review mix, revenue model, and refund leakage.
Sentiment vs playtime and velocity signals.
Sentiment × Playtime
review counts| Bucket | Neg | Pos |
|---|---|---|
| ≤ 2h playtime | 201.9% Avg playtime 0.8h | 555.1% Avg playtime 1h |
| > 2h playtime | 635.9% Avg playtime 9.7h | 93387.1% Avg playtime 18h |
Velocity
review pace| Avg/day | 2.9 rev/day |
| Last 30d | 2.4 rev/day |
| Quarterly | 158.7 rev/qtr |
| Days covered | 364.2 days |
Buyer mixes, lifecycle phase, and Steam Deck signals.