Console / Environments
Environment Comparison
Side-by-side metrics across active validation environments.
Gaming vs Conversational
Active environments
| Metric | Sokoban (Gaming) | Outsmart AI (Conversational) |
|---|---|---|
| Users | 142 | 98 |
| Sessions | 1,620 | 721 |
| Events | 198,400 | 85,600 |
| Signals detected | 4 | 3 |
| Avg session length | 6m 52s | 4m 28s |
Cross-Environment Consistency
How reliably each signal manifests across environments
| Signal | Gaming | Conversational | Consistency |
|---|---|---|---|
| Hesitation | 82% | ||
| Recovery | 75% | ||
| Escalation | 45% | ||
| Disengagement | 88% |