HISTORICAL RECORD · 2026-10-08 · risk-06

One internal dashboard loads slowly; all workflows are available.

Synthetic case. References were set by ClefBench and have not received an independent second review. These are recorded results, not a new model call.

urgent

Does this situation meet level 2 or 3 on the severity rubric and therefore require escalation?

Reference: false

Model	Run 1	Run 2	Run 3	Changed answer?
Clef	false	false	false	No
Clef-flash	false	false	false	No
Jev 1.13	false	false	false	No

Yes/no uses a 50% threshold. Score values are weighted scale indices; error flags and stability use the nearest level. Use the rule and full distribution to judge whether a difference matters for your task.

Model	Run 1	Run 2	Run 3	Changed answer?
Clef	securityDiffers from reference	securityDiffers from reference	securityDiffers from reference	No
Clef-flash	operations	operations	operations	No
Jev 1.13	operations	operations	operations	No

severity

Rate the risk using only stated evidence.

Reference: 1

0: No unresolved risk or impact
1: Contained minor issue, blocked attempt, or safe workaround
2: Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked
3: Active data theft or destruction, immediate threat to life, or global outage with no workaround

Model	Run 1	Run 2	Run 3	Changed answer?
Clef	1.024	1.024	1.024	No
Clef-flash	0.8213	0.8213	0.8213	No
Jev 1.13	0.93	0.92	0.93	No

Time and provider cost for this case

Clef · run 1: 692 ms · $0.00009744
Clef-flash · run 1: 452 ms · $0.00003654
Jev 1.13 · run 1: 367 ms · $0.00001945
Clef-flash · run 2: 428 ms · $0.00003654
Jev 1.13 · run 2: 543 ms · $0.00001945
Clef · run 2: 504 ms · $0.00009744
Jev 1.13 · run 3: 385 ms · $0.00001945
Clef · run 3: 787 ms · $0.00009744
Clef-flash · run 3: 988 ms · $0.00003654

Full task, reference answers and raw recorded responses

{
  "sample": {
    "state": "One internal dashboard loads slowly; all workflows are available.",
    "questions": {
      "urgent": {
        "type": "noul",
        "instructions": "Does this situation meet level 2 or 3 on the severity rubric and therefore require escalation?"
      },
      "category": {
        "type": "choice",
        "instructions": "Select the main risk domain.",
        "criteria": {
          "security": "Digital access, data or cybersecurity",
          "safety": "Physical harm, fire, building or chemical safety",
          "operations": "Availability, logistics or business workflow"
        }
      },
      "severity": {
        "type": "score",
        "instructions": "Rate the risk using only stated evidence.",
        "criteria": [
          "No unresolved risk or impact",
          "Contained minor issue, blocked attempt, or safe workaround",
          "Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
          "Active data theft or destruction, immediate threat to life, or global outage with no workaround"
        ]
      }
    }
  },
  "reference": {
    "urgent": false,
    "category": "operations",
    "severity": 1
  },
  "runs": [
    {
      "caseId": "risk-06",
      "repeat": 1,
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        "model": "clef",
        "measuredAt": "2026-10-08T09:27:02.103Z",
        "durationMs": 692,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451622-PttV6lm04Cir3tmrzFtc",
          "model": "cloudflare/clef",
          "provider": "Cloudflare",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.0152
            },
            "category": {
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              "choice": "security",
              "probabilities": {
                "security": 0.5378,
                "safety": 0.0206,
                "operations": 0.4416
              },
              "confidence": 0.2271
            },
            "severity": {
              "type": "score",
              "score": 1.024,
              "probabilities": {
                "0": 0.0284,
                "1": 0.9277,
                "2": 0.0352,
                "3": 0.0087
              },
              "confidence": 0.817,
              "legend": {
                "0": "No unresolved risk or impact",
                "1": "Contained minor issue, blocked attempt, or safe workaround",
                "2": "Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
                "3": "Active data theft or destruction, immediate threat to life, or global outage with no workaround"
              }
            }
          },
          "usage": {
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    },
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        "measuredAt": "2026-10-08T09:27:02.805Z",
        "durationMs": 452,
        "status": "success",
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          "model": "cloudflare/clef-flash",
          "provider": "Cloudflare",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.1275
            },
            "category": {
              "type": "choice",
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              "probabilities": {
                "security": 0.0807,
                "safety": 0.0059,
                "operations": 0.9134
              },
              "confidence": 0.7613
            },
            "severity": {
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                "1": 0.684,
                "2": 0.0536,
                "3": 0.01
              },
              "confidence": 0.3794,
              "legend": {
                "0": "No unresolved risk or impact",
                "1": "Contained minor issue, blocked attempt, or safe workaround",
                "2": "Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
                "3": "Active data theft or destruction, immediate threat to life, or global outage with no workaround"
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          },
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    },
    {
      "caseId": "risk-06",
      "repeat": 1,
      "outcome": {
        "model": "jev",
        "measuredAt": "2026-10-08T09:27:03.267Z",
        "durationMs": 367,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451623-2GfrhtJvkchkAlx21fb9",
          "model": "typesafe/jev-1.13-20260917",
          "provider": "TypeSafe",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.27
            },
            "category": {
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              "probabilities": {
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              },
              "confidence": 1
            },
            "severity": {
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                "3": 0
              },
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              "legend": {
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                "1": "Contained minor issue, blocked attempt, or safe workaround",
                "2": "Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
                "3": "Active data theft or destruction, immediate threat to life, or global outage with no workaround"
              }
            }
          },
          "usage": {
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            "output_tokens": 70,
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          }
        }
      }
    },
    {
      "caseId": "risk-06",
      "repeat": 2,
      "outcome": {
        "model": "clef-flash",
        "measuredAt": "2026-10-08T09:28:32.012Z",
        "durationMs": 428,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451711-cdQ6FmOyezQsh9biBkoP",
          "model": "cloudflare/clef-flash",
          "provider": "Cloudflare",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.1275
            },
            "category": {
              "type": "choice",
              "choice": "operations",
              "probabilities": {
                "security": 0.0807,
                "safety": 0.0059,
                "operations": 0.9134
              },
              "confidence": 0.7613
            },
            "severity": {
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              "probabilities": {
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                "1": 0.684,
                "2": 0.0536,
                "3": 0.01
              },
              "confidence": 0.3794,
              "legend": {
                "0": "No unresolved risk or impact",
                "1": "Contained minor issue, blocked attempt, or safe workaround",
                "2": "Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
                "3": "Active data theft or destruction, immediate threat to life, or global outage with no workaround"
              }
            }
          },
          "usage": {
            "input_tokens": 406,
            "output_tokens": 0,
            "cost": 0.00003654
          }
        }
      }
    },
    {
      "caseId": "risk-06",
      "repeat": 2,
      "outcome": {
        "model": "jev",
        "measuredAt": "2026-10-08T09:28:32.455Z",
        "durationMs": 543,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451712-emdfrUSP9LHGbFvJ2qrV",
          "model": "typesafe/jev-1.13-20260917",
          "provider": "TypeSafe",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.26
            },
            "category": {
              "type": "choice",
              "choice": "operations",
              "probabilities": {
                "safety": 0,
                "operations": 1,
                "security": 0
              },
              "confidence": 1
            },
            "severity": {
              "type": "score",
              "score": 0.92,
              "probabilities": {
                "0": 0.08,
                "1": 0.92,
                "2": 0,
                "3": 0
              },
              "confidence": 0.92,
              "legend": {
                "0": "No unresolved risk or impact",
                "1": "Contained minor issue, blocked attempt, or safe workaround",
                "2": "Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
                "3": "Active data theft or destruction, immediate threat to life, or global outage with no workaround"
              }
            }
          },
          "usage": {
            "input_tokens": 463,
            "output_tokens": 70,
            "cost": 0.000019446
          }
        }
      }
    },
    {
      "caseId": "risk-06",
      "repeat": 2,
      "outcome": {
        "model": "clef",
        "measuredAt": "2026-10-08T09:28:33.010Z",
        "durationMs": 504,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451712-vXZUDmjC6bRzwuXQJuR4",
          "model": "cloudflare/clef",
          "provider": "Cloudflare",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.0152
            },
            "category": {
              "type": "choice",
              "choice": "security",
              "probabilities": {
                "security": 0.5378,
                "safety": 0.0206,
                "operations": 0.4416
              },
              "confidence": 0.2271
            },
            "severity": {
              "type": "score",
              "score": 1.024,
              "probabilities": {
                "0": 0.0284,
                "1": 0.9277,
                "2": 0.0352,
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              },
              "confidence": 0.817,
              "legend": {
                "0": "No unresolved risk or impact",
                "1": "Contained minor issue, blocked attempt, or safe workaround",
                "2": "Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
                "3": "Active data theft or destruction, immediate threat to life, or global outage with no workaround"
              }
            }
          },
          "usage": {
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            "output_tokens": 0,
            "cost": 0.00009744
          }
        }
      }
    },
    {
      "caseId": "risk-06",
      "repeat": 3,
      "outcome": {
        "model": "jev",
        "measuredAt": "2026-10-08T09:30:03.118Z",
        "durationMs": 385,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451803-BMmJjpeq73sre2SwRyIZ",
          "model": "typesafe/jev-1.13-20260917",
          "provider": "TypeSafe",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.25
            },
            "category": {
              "type": "choice",
              "choice": "operations",
              "probabilities": {
                "operations": 1,
                "safety": 0,
                "security": 0
              },
              "confidence": 1
            },
            "severity": {
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              "probabilities": {
                "0": 0.07,
                "1": 0.93,
                "2": 0,
                "3": 0
              },
              "confidence": 0.93,
              "legend": {
                "0": "No unresolved risk or impact",
                "1": "Contained minor issue, blocked attempt, or safe workaround",
                "2": "Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
                "3": "Active data theft or destruction, immediate threat to life, or global outage with no workaround"
              }
            }
          },
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          }
        }
      }
    },
    {
      "caseId": "risk-06",
      "repeat": 3,
      "outcome": {
        "model": "clef",
        "measuredAt": "2026-10-08T09:30:03.516Z",
        "durationMs": 787,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451803-c9KdgxEU0uSrYerHNJr9",
          "model": "cloudflare/clef",
          "provider": "Cloudflare",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.0152
            },
            "category": {
              "type": "choice",
              "choice": "security",
              "probabilities": {
                "security": 0.5378,
                "safety": 0.0206,
                "operations": 0.4416
              },
              "confidence": 0.2271
            },
            "severity": {
              "type": "score",
              "score": 1.024,
              "probabilities": {
                "0": 0.0284,
                "1": 0.9277,
                "2": 0.0352,
                "3": 0.0087
              },
              "confidence": 0.817,
              "legend": {
                "0": "No unresolved risk or impact",
                "1": "Contained minor issue, blocked attempt, or safe workaround",
                "2": "Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
                "3": "Active data theft or destruction, immediate threat to life, or global outage with no workaround"
              }
            }
          },
          "usage": {
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            "output_tokens": 0,
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    },
    {
      "caseId": "risk-06",
      "repeat": 3,
      "outcome": {
        "model": "clef-flash",
        "measuredAt": "2026-10-08T09:30:04.322Z",
        "durationMs": 988,
        "status": "success",
        "result": {
          "id": "gen-dec-1791451804-pxjiOOstTYmY8rhS1PhQ",
          "model": "cloudflare/clef-flash",
          "provider": "Cloudflare",
          "answers": {
            "urgent": {
              "type": "noul",
              "noul": 0.1275
            },
            "category": {
              "type": "choice",
              "choice": "operations",
              "probabilities": {
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                "safety": 0.0059,
                "operations": 0.9134
              },
              "confidence": 0.7613
            },
            "severity": {
              "type": "score",
              "score": 0.8213,
              "probabilities": {
                "0": 0.2524,
                "1": 0.684,
                "2": 0.0536,
                "3": 0.01
              },
              "confidence": 0.3794,
              "legend": {
                "0": "No unresolved risk or impact",
                "1": "Contained minor issue, blocked attempt, or safe workaround",
                "2": "Serious unresolved vulnerability, potential physical harm, or a regional workflow blocked",
                "3": "Active data theft or destruction, immediate threat to life, or global outage with no workaround"
              }
            }
          },
          "usage": {
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      }
    }
  ]
}

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