# Qwen3-30B-A3B TP-normalized Trace-PD: real vLLM audit

All 36 fresh-server trials passed the trace contract: 129/129 exact-usage requests per trial. The smoke run is excluded. Values below pool the three trials (387 requests/config); p90 uses nearest-rank order statistics.

| Config | TTFT mean/p90 (ms) | TPOT mean/p90 (ms) | E2E mean/p90 (ms) |
|---|---:|---:|---:|
| tp1_mns8 | 88479.9/168185.5 | 14.3/16.3 | 137996.4/222136.0 |
| tp1_mns16 | 17378.2/42739.8 | 20.6/25.3 | 87355.2/156177.2 |
| tp1_mns32 | 620.5/1931.5 | 23.8/30.0 | 81051.2/162908.6 |
| tp1_mns64 | 619.8/1956.7 | 24.1/30.4 | 82253.7/165355.3 |
| tp2_mns8 | 95920.1/183878.8 | 9.2/10.2 | 128296.9/215848.3 |
| tp2_mns16 | 34443.0/77922.4 | 14.1/16.1 | 82936.7/137726.4 |
| tp2_mns32 | 1050.6/2521.8 | 18.0/21.3 | 62267.5/117239.3 |
| tp2_mns64 | 375.8/1148.6 | 18.2/21.6 | 62353.6/118392.3 |
| tp4_mns8 | 102605.9/193359.7 | 6.8/7.2 | 126405.4/209092.4 |
| tp4_mns16 | 35042.6/74281.3 | 8.8/9.6 | 65779.1/110374.3 |
| tp4_mns32 | 6296.2/19159.9 | 12.2/13.8 | 47944.5/83825.7 |
| tp4_mns64 | 246.0/685.5 | 13.2/15.4 | 44985.1/83763.6 |

## Per-metric winners

- `ttft_ms:pooled_mean_ms`: `tp4_mns64` (246.0 ms)
- `ttft_ms:pooled_p90_ms`: `tp4_mns64` (685.5 ms)
- `tpot_ms:pooled_mean_ms`: `tp4_mns8` (6.8 ms)
- `tpot_ms:pooled_p90_ms`: `tp4_mns8` (7.2 ms)
- `e2e_ms:pooled_mean_ms`: `tp4_mns64` (44985.1 ms)
- `e2e_ms:pooled_p90_ms`: `tp4_mns64` (83763.6 ms)