| Model | Needs in time | Too late | No need | Repeat | Silent | Latency | Cost / run |
|---|---|---|---|---|---|---|---|
| deepseek-v4-flash-0731deepseek · default | 0 / 0– | 0 | 0 | 0 | 0 / 4 | p50 6.0 · p90 9.3 · max 9.3 s | $0.001 |
Ranked by needs in time, minus half a point per wrong card (too late or no labelled need), minus one point if p90 latency exceeds 20 s. Latency is the measured model round trip per decision. Cost is for all 4 decisions of this recording.