HISTORICAL RECORD · 2026-10-08 · risk-15
Backup jobs ran successfully and restore checks passed.
Backup jobs ran successfully and restore checks passed.
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.
category
Select the main risk domain.
Reference: operations
- security: Digital access, data or cybersecurity
- safety: Physical harm, fire, building or chemical safety
- operations: Availability, logistics or business workflow
| Model | Run 1 | Run 2 | Run 3 | Changed answer? |
|---|---|---|---|---|
| Clef | securityDiffers from reference | securityDiffers from reference | securityDiffers from reference | No |
| Clef-flash | securityDiffers from reference | securityDiffers from reference | securityDiffers from reference | No |
| Jev 1.13 | operations | operations | operations | 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.
severity
Rate the risk using only stated evidence.
Reference: 0
- 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 | 0.1495 | 0.1495 | 0.1495 | No |
| Clef-flash | 0.034 | 0.034 | 0.034 | No |
| Jev 1.13 | 0 | 0 | 0 | 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.
Time and provider cost for this case
- Clef · run 1: 839 ms · $0.00009696
- Clef-flash · run 1: 463 ms · $0.00003636
- Jev 1.13 · run 1: 359 ms · $0.00001936
- Clef-flash · run 2: 436 ms · $0.00003636
- Jev 1.13 · run 2: 378 ms · $0.00001936
- Clef · run 2: 569 ms · $0.00009696
- Jev 1.13 · run 3: 392 ms · $0.00001936
- Clef · run 3: 681 ms · $0.00009696
- Clef-flash · run 3: 476 ms · $0.00003636
Full task, reference answers and raw recorded responses
{
"sample": {
"state": "Backup jobs ran successfully and restore checks passed.",
"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": 0
},
"runs": [
{
"caseId": "risk-15",
"repeat": 1,
"outcome": {
"model": "clef",
"measuredAt": "2026-10-08T09:27:15.702Z",
"durationMs": 839,
"status": "success",
"result": {
"id": "gen-dec-1791451635-adQLsAjDMybI0pyPJauT",
"model": "cloudflare/clef",
"provider": "Cloudflare",
"answers": {
"urgent": {
"type": "noul",
"noul": 0.0061
},
"category": {
"type": "choice",
"choice": "security",
"probabilities": {
"security": 0.8624,
"safety": 0.0188,
"operations": 0.1188
},
"confidence": 0.6373
},
"severity": {
"type": "score",
"score": 0.1495,
"probabilities": {
"0": 0.8912,
"1": 0.0806,
"2": 0.0158,
"3": 0.0124
},
"confidence": 0.7347,
"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": 404,
"output_tokens": 0,
"cost": 0.00009696
}
}
}
},
{
"caseId": "risk-15",
"repeat": 1,
"outcome": {
"model": "clef-flash",
"measuredAt": "2026-10-08T09:27:16.551Z",
"durationMs": 463,
"status": "success",
"result": {
"id": "gen-dec-1791451636-JwTtUpTcHwumnpoeRIA4",
"model": "cloudflare/clef-flash",
"provider": "Cloudflare",
"answers": {
"urgent": {
"type": "noul",
"noul": 0.0108
},
"category": {
"type": "choice",
"choice": "security",
"probabilities": {
"security": 0.7358,
"safety": 0.0131,
"operations": 0.2511
},
"confidence": 0.407
},
"severity": {
"type": "score",
"score": 0.034,
"probabilities": {
"0": 0.9798,
"1": 0.0111,
"2": 0.0044,
"3": 0.0047
},
"confidence": 0.9469,
"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": 404,
"output_tokens": 0,
"cost": 0.00003636
}
}
}
},
{
"caseId": "risk-15",
"repeat": 1,
"outcome": {
"model": "jev",
"measuredAt": "2026-10-08T09:27:17.026Z",
"durationMs": 359,
"status": "success",
"result": {
"id": "gen-dec-1791451637-TPuzB9wbet029tQXySEz",
"model": "typesafe/jev-1.13-20260917",
"provider": "TypeSafe",
"answers": {
"urgent": {
"type": "noul",
"noul": 0.06
},
"category": {
"type": "choice",
"choice": "operations",
"probabilities": {
"operations": 0.97,
"security": 0.03,
"safety": 0
},
"confidence": 0.95
},
"severity": {
"type": "score",
"score": 0,
"probabilities": {
"0": 1,
"1": 0,
"2": 0,
"3": 0
},
"confidence": 1,
"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": 461,
"output_tokens": 70,
"cost": 0.000019362
}
}
}
},
{
"caseId": "risk-15",
"repeat": 2,
"outcome": {
"model": "clef-flash",
"measuredAt": "2026-10-08T09:28:47.539Z",
"durationMs": 436,
"status": "success",
"result": {
"id": "gen-dec-1791451727-YpyGHONkl70JoLbyRUlF",
"model": "cloudflare/clef-flash",
"provider": "Cloudflare",
"answers": {
"urgent": {
"type": "noul",
"noul": 0.0108
},
"category": {
"type": "choice",
"choice": "security",
"probabilities": {
"security": 0.7358,
"safety": 0.0131,
"operations": 0.2511
},
"confidence": 0.407
},
"severity": {
"type": "score",
"score": 0.034,
"probabilities": {
"0": 0.9798,
"1": 0.0111,
"2": 0.0044,
"3": 0.0047
},
"confidence": 0.9469,
"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": 404,
"output_tokens": 0,
"cost": 0.00003636
}
}
}
},
{
"caseId": "risk-15",
"repeat": 2,
"outcome": {
"model": "jev",
"measuredAt": "2026-10-08T09:28:47.988Z",
"durationMs": 378,
"status": "success",
"result": {
"id": "gen-dec-1791451727-jAYzJn40MDmfyPoeQR6i",
"model": "typesafe/jev-1.13-20260917",
"provider": "TypeSafe",
"answers": {
"urgent": {
"type": "noul",
"noul": 0.06
},
"category": {
"type": "choice",
"choice": "operations",
"probabilities": {
"safety": 0,
"operations": 0.97,
"security": 0.03
},
"confidence": 0.95
},
"severity": {
"type": "score",
"score": 0,
"probabilities": {
"0": 1,
"1": 0,
"2": 0,
"3": 0
},
"confidence": 1,
"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": 461,
"output_tokens": 70,
"cost": 0.000019362
}
}
}
},
{
"caseId": "risk-15",
"repeat": 2,
"outcome": {
"model": "clef",
"measuredAt": "2026-10-08T09:28:48.380Z",
"durationMs": 569,
"status": "success",
"result": {
"id": "gen-dec-1791451728-M1b6ez7pu4taKz5nSHQj",
"model": "cloudflare/clef",
"provider": "Cloudflare",
"answers": {
"urgent": {
"type": "noul",
"noul": 0.0061
},
"category": {
"type": "choice",
"choice": "security",
"probabilities": {
"security": 0.8624,
"safety": 0.0188,
"operations": 0.1188
},
"confidence": 0.6373
},
"severity": {
"type": "score",
"score": 0.1495,
"probabilities": {
"0": 0.8912,
"1": 0.0806,
"2": 0.0158,
"3": 0.0124
},
"confidence": 0.7347,
"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": 404,
"output_tokens": 0,
"cost": 0.00009696
}
}
}
},
{
"caseId": "risk-15",
"repeat": 3,
"outcome": {
"model": "jev",
"measuredAt": "2026-10-08T09:30:18.696Z",
"durationMs": 392,
"status": "success",
"result": {
"id": "gen-dec-1791451818-TFrfTMUZWDNk9l2BKlOQ",
"model": "typesafe/jev-1.13-20260917",
"provider": "TypeSafe",
"answers": {
"urgent": {
"type": "noul",
"noul": 0.06
},
"category": {
"type": "choice",
"choice": "operations",
"probabilities": {
"operations": 0.97,
"security": 0.03,
"safety": 0
},
"confidence": 0.95
},
"severity": {
"type": "score",
"score": 0,
"probabilities": {
"0": 1,
"1": 0,
"2": 0,
"3": 0
},
"confidence": 1,
"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": 461,
"output_tokens": 70,
"cost": 0.000019362
}
}
}
},
{
"caseId": "risk-15",
"repeat": 3,
"outcome": {
"model": "clef",
"measuredAt": "2026-10-08T09:30:19.106Z",
"durationMs": 681,
"status": "success",
"result": {
"id": "gen-dec-1791451819-GDDtojYBVcyT4bLFIce3",
"model": "cloudflare/clef",
"provider": "Cloudflare",
"answers": {
"urgent": {
"type": "noul",
"noul": 0.0061
},
"category": {
"type": "choice",
"choice": "security",
"probabilities": {
"security": 0.8624,
"safety": 0.0188,
"operations": 0.1188
},
"confidence": 0.6373
},
"severity": {
"type": "score",
"score": 0.1495,
"probabilities": {
"0": 0.8912,
"1": 0.0806,
"2": 0.0158,
"3": 0.0124
},
"confidence": 0.7347,
"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": 404,
"output_tokens": 0,
"cost": 0.00009696
}
}
}
},
{
"caseId": "risk-15",
"repeat": 3,
"outcome": {
"model": "clef-flash",
"measuredAt": "2026-10-08T09:30:19.804Z",
"durationMs": 476,
"status": "success",
"result": {
"id": "gen-dec-1791451819-EDKZokPVFiTRohnSvKVb",
"model": "cloudflare/clef-flash",
"provider": "Cloudflare",
"answers": {
"urgent": {
"type": "noul",
"noul": 0.0108
},
"category": {
"type": "choice",
"choice": "security",
"probabilities": {
"security": 0.7358,
"safety": 0.0131,
"operations": 0.2511
},
"confidence": 0.407
},
"severity": {
"type": "score",
"score": 0.034,
"probabilities": {
"0": 0.9798,
"1": 0.0111,
"2": 0.0044,
"3": 0.0047
},
"confidence": 0.9469,
"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": 404,
"output_tokens": 0,
"cost": 0.00003636
}
}
}
}
]
}