
Steam review mix, revenue model, and refund leakage.
Sentiment vs playtime and velocity signals.
Sentiment × Playtime
review counts| Bucket | Neg | Pos |
|---|---|---|
| ≤ 2h playtime | 30.8% Avg playtime 0.9h | 41.1% Avg playtime 1.2h |
| > 2h playtime | 338.8% Avg playtime 73.5h | 33689.4% Avg playtime 227.8h |
Velocity
review pace| Avg/day | 0.3 rev/day |
| Last 30d | 0.9 rev/day |
| Quarterly | 16.3 rev/qtr |
| Days covered | 1,186.5 days |
Buyer mixes, lifecycle phase, and Steam Deck signals.