Pass the high-assurance bar

This assistant supports regulated clinical triage, so compliance set a hard floor: answer quality ≥ 90%. Load is a modest 30 requests/second with 25% headroom, and p95 latency ≤ 2500 ms is plenty. The catch is that only a flagship-class model clears 90% — right-sizing down is off the table here, and the real decision becomes how much quality headroom above the floor is worth its cost. The board weights quality highest, with cost as the tie-breaker.

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The four axes are recomputed on our servers from the config you submit — the metrics you see are a faithful preview of the same model, so a forged score is impossible. Only players who choose a handle and opt in appear on the public board; we never show your email.