
Steam review mix, revenue model, and refund leakage.
Sentiment vs playtime and velocity signals.
Sentiment × Playtime
review counts| Bucket | Neg | Pos |
|---|---|---|
| ≤ 2h playtime | 12.9% Avg playtime 0.5h | 822.9% Avg playtime 1.2h |
| > 2h playtime | 514.3% Avg playtime 6.9h | 2160% Avg playtime 8.1h |
Velocity
review pace| Avg/day | 11.8 rev/day |
| Last 30d | 1.2 rev/day |
| Quarterly | 0 rev/qtr |
| Days covered | 3 days |
Buyer mixes, lifecycle phase, and Steam Deck signals.