
Steam review mix, revenue model, and refund leakage.
Sentiment vs playtime and velocity signals.
Sentiment × Playtime
review counts| Bucket | Neg | Pos |
|---|---|---|
| ≤ 2h playtime | 2036.4% Avg playtime 0.7h | 59.1% Avg playtime 1h |
| > 2h playtime | 1323.6% Avg playtime 8.1h | 1730.9% Avg playtime 6.3h |
Velocity
review pace| Avg/day | 15.4 rev/day |
| Last 30d | 1.8 rev/day |
| Quarterly | 0 rev/qtr |
| Days covered | 3.6 days |
Buyer mixes, lifecycle phase, and Steam Deck signals.