
Steam review mix, revenue model, and refund leakage.
Sentiment vs playtime and velocity signals.
Sentiment × Playtime
review counts| Bucket | Neg | Pos |
|---|---|---|
| ≤ 2h playtime | 43.3% Avg playtime 0.7h | 21.7% Avg playtime 1.5h |
| > 2h playtime | 1714% Avg playtime 27.2h | 9881% Avg playtime 37.5h |
Velocity
review pace| Avg/day | 0.2 rev/day |
| Last 30d | 0.1 rev/day |
| Quarterly | 18.7 rev/qtr |
| Days covered | 662.9 days |
Buyer mixes, lifecycle phase, and Steam Deck signals.