
Steam review mix, revenue model, and refund leakage.
Sentiment vs playtime and velocity signals.
Sentiment × Playtime
review counts| Bucket | Neg | Pos |
|---|---|---|
| ≤ 2h playtime | 81.4% Avg playtime 1.2h | 50.9% Avg playtime 1.5h |
| > 2h playtime | 284.8% Avg playtime 62.3h | 54493% Avg playtime 152h |
Velocity
review pace| Avg/day | 0.2 rev/day |
| Last 30d | 1.4 rev/day |
| Quarterly | 10.1 rev/qtr |
| Days covered | 3,530.1 days |
Buyer mixes, lifecycle phase, and Steam Deck signals.