
Steam review mix, revenue model, and refund leakage.
Sentiment vs playtime and velocity signals.
Sentiment × Playtime
review counts| Bucket | Neg | Pos |
|---|---|---|
| ≤ 2h playtime | 127.6% Avg playtime 1.2h | 138.3% Avg playtime 1.5h |
| > 2h playtime | 117% Avg playtime 4.5h | 12177.1% Avg playtime 6.7h |
Velocity
review pace| Avg/day | 0.1 rev/day |
| Last 30d | 0.3 rev/day |
| Quarterly | 10.5 rev/qtr |
| Days covered | 1,107 days |
Buyer mixes, lifecycle phase, and Steam Deck signals.