
Steam review mix, revenue model, and refund leakage.
Sentiment vs playtime and velocity signals.
Sentiment × Playtime
review counts| Bucket | Neg | Pos |
|---|---|---|
| ≤ 2h playtime | 213.5% Avg playtime 0.8h | 152.5% Avg playtime 1h |
| > 2h playtime | 437.2% Avg playtime 18h | 51986.8% Avg playtime 25.2h |
Velocity
review pace| Avg/day | 4.2 rev/day |
| Last 30d | 1.1 rev/day |
| Quarterly | 0 rev/qtr |
| Days covered | 141.2 days |
Buyer mixes, lifecycle phase, and Steam Deck signals.