{
  "kind": "recorded-evidence",
  "sourceId": "29bb1223-2414-425e-9ba1-5bf72b0af495",
  "sourceSha256": "8bf0aaf456b984e134e686da3fe3b45f66e749df06d8d1e3ec943bbf94be6418",
  "model": "gpt-6-astra",
  "createdAt": "2026-09-25T02:21:14.347Z",
  "methodology": "One same-model comparison on synthetic expense inputs. Recorded serving time and tokens; original preparation, final validation time and infrastructure costs are not included. Reflex progress is illustrative. API-equivalent estimates are not subscription invoices.",
  "ratesPerMillion": {
    "input": 10,
    "cachedInput": 1,
    "output": 50
  },
  "arms": {
    "codex": {
      "elapsedMs": 100349.61640000001,
      "usage": {
        "totalTokens": 28125,
        "inputTokens": 25147,
        "cachedInputTokens": 8960,
        "outputTokens": 2978,
        "complete": true
      },
      "validation": {
        "valid": true,
        "outcome": "verified",
        "message": "Requested ranking, final answer and report arithmetic verified.",
        "summary": {
          "team": "Sales",
          "month": "2026-08",
          "completion_status": "complete",
          "audited_employee_count": 20,
          "eligible_ledger_entry_count": 6521,
          "over_budget_employee_count": 4,
          "total_overage_usd_cents": 4834391
        }
      }
    },
    "reflex": {
      "elapsedMs": 15931.158499999998,
      "usage": {
        "totalTokens": 5415,
        "inputTokens": 4993,
        "cachedInputTokens": 0,
        "outputTokens": 422,
        "complete": true
      },
      "validation": {
        "valid": true,
        "outcome": "verified",
        "message": "Requested ranking, final answer and report arithmetic verified.",
        "summary": {
          "team": "Sales",
          "month": "2026-08",
          "completion_status": "complete",
          "audited_employee_count": 20,
          "eligible_ledger_entry_count": 6521,
          "over_budget_employee_count": 4,
          "total_overage_usd_cents": 4834391
        }
      }
    }
  }
}