
Steam review mix, revenue model, and refund leakage.
Sentiment vs playtime and velocity signals.
Sentiment × Playtime
review counts| Bucket | Neg | Pos |
|---|---|---|
| ≤ 2h playtime | 166.6% Avg playtime 0.8h | 62.5% Avg playtime 0.7h |
| > 2h playtime | 218.6% Avg playtime 58h | 20082.3% Avg playtime 138.1h |
Velocity
review pace| Avg/day | 0.1 rev/day |
| Last 30d | 0.4 rev/day |
| Quarterly | 7.1 rev/qtr |
| Days covered | 2,754 days |
Buyer mixes, lifecycle phase, and Steam Deck signals.