
Steam review mix, revenue model, and refund leakage.
Sentiment vs playtime and velocity signals.
Sentiment × Playtime
review counts| Bucket | Neg | Pos |
|---|---|---|
| ≤ 2h playtime | 1727% Avg playtime 0.4h | 3047.6% Avg playtime 0.9h |
| > 2h playtime | 11.6% Avg playtime 2h | 1523.8% Avg playtime 4h |
Velocity
review pace| Avg/day | 23.3 rev/day |
| Last 30d | 2.1 rev/day |
| Quarterly | 0 rev/qtr |
| Days covered | 2.7 days |
Buyer mixes, lifecycle phase, and Steam Deck signals.