HISTORICAL RECORD · 2026-10-08 · risk-02
A closed office stairwell has a loose handrail, with an alternate route available.
A closed office stairwell has a loose handrail, with an alternate route 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 | trueDiffers from reference | trueDiffers from reference | trueDiffers from reference | 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: safety
- 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 | safety | safety | safety | No |
| Clef-flash | safety | safety | safety | No |
| Jev 1.13 | safety | safety | safety | 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: 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 | 1.3159 | 1.3159 | 1.3159 | No |
| Clef-flash | 1.0578 | 1.0578 | 1.0578 | No |
| Jev 1.13 | 1.11 | 1.11 | 1.11 | 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: 666 ms · $0.00009888
- Clef-flash · run 1: 446 ms · $0.00003708
- Jev 1.13 · run 1: 578 ms · $0.00001974
- Clef-flash · run 2: 461 ms · $0.00003708
- Jev 1.13 · run 2: 469 ms · $0.00001974
- Clef · run 2: 695 ms · $0.00009888
- Jev 1.13 · run 3: 355 ms · $0.00001974
- Clef · run 3: 657 ms · $0.00009888
- Clef-flash · run 3: 466 ms · $0.00003708
Full task, reference answers and raw recorded responses
{
"sample": {
"state": "A closed office stairwell has a loose handrail, with an alternate route 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": "safety",
"severity": 1
},
"runs": [
{
"caseId": "risk-02",
"repeat": 1,
"outcome": {
"model": "clef",
"measuredAt": "2026-10-08T09:26:56.091Z",
"durationMs": 666,
"status": "success",
"result": {
"id": "gen-dec-1791451616-QyXRphfnjoy8qsfCOITn",
"model": "cloudflare/clef",
"provider": "Cloudflare",
"answers": {
"urgent": {
"type": "noul",
"noul": 0.1254
},
"category": {
"type": "choice",
"choice": "safety",
"probabilities": {
"security": 0.0084,
"safety": 0.9637,
"operations": 0.0279
},
"confidence": 0.8943
},
"severity": {
"type": "score",
"score": 1.3159,
"probabilities": {
"0": 0.0129,
"1": 0.6697,
"2": 0.3059,
"3": 0.0115
},
"confidence": 0.3898,
"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": 412,
"output_tokens": 0,
"cost": 0.00009888
}
}
}
},
{
"caseId": "risk-02",
"repeat": 1,
"outcome": {
"model": "clef-flash",
"measuredAt": "2026-10-08T09:26:56.766Z",
"durationMs": 446,
"status": "success",
"result": {
"id": "gen-dec-1791451616-lDCQmH78XtnnbbWDZ5uR",
"model": "cloudflare/clef-flash",
"provider": "Cloudflare",
"answers": {
"urgent": {
"type": "noul",
"noul": 0.4022
},
"category": {
"type": "choice",
"choice": "safety",
"probabilities": {
"security": 0.0083,
"safety": 0.975,
"operations": 0.0167
},
"confidence": 0.9265
},
"severity": {
"type": "score",
"score": 1.0578,
"probabilities": {
"0": 0.0731,
"1": 0.8073,
"2": 0.1084,
"3": 0.0112
},
"confidence": 0.5585,
"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": 412,
"output_tokens": 0,
"cost": 0.00003708
}
}
}
},
{
"caseId": "risk-02",
"repeat": 1,
"outcome": {
"model": "jev",
"measuredAt": "2026-10-08T09:26:57.222Z",
"durationMs": 578,
"status": "success",
"result": {
"id": "gen-dec-1791451617-3kFetL2DvSNjPhCd3yTe",
"model": "typesafe/jev-1.13-20260917",
"provider": "TypeSafe",
"answers": {
"urgent": {
"type": "noul",
"noul": 0.5
},
"category": {
"type": "choice",
"choice": "safety",
"probabilities": {
"operations": 0,
"security": 0,
"safety": 1
},
"confidence": 1
},
"severity": {
"type": "score",
"score": 1.11,
"probabilities": {
"0": 0,
"1": 0.89,
"2": 0.11,
"3": 0
},
"confidence": 0.89,
"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": 470,
"output_tokens": 72,
"cost": 0.00001974
}
}
}
},
{
"caseId": "risk-02",
"repeat": 2,
"outcome": {
"model": "clef-flash",
"measuredAt": "2026-10-08T09:28:26.161Z",
"durationMs": 461,
"status": "success",
"result": {
"id": "gen-dec-1791451706-x11KFKSgQTiQuJukhWWP",
"model": "cloudflare/clef-flash",
"provider": "Cloudflare",
"answers": {
"urgent": {
"type": "noul",
"noul": 0.4022
},
"category": {
"type": "choice",
"choice": "safety",
"probabilities": {
"security": 0.0083,
"safety": 0.975,
"operations": 0.0167
},
"confidence": 0.9265
},
"severity": {
"type": "score",
"score": 1.0578,
"probabilities": {
"0": 0.0731,
"1": 0.8073,
"2": 0.1084,
"3": 0.0112
},
"confidence": 0.5585,
"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": 412,
"output_tokens": 0,
"cost": 0.00003708
}
}
}
},
{
"caseId": "risk-02",
"repeat": 2,
"outcome": {
"model": "jev",
"measuredAt": "2026-10-08T09:28:26.634Z",
"durationMs": 469,
"status": "success",
"result": {
"id": "gen-dec-1791451706-DnnCBMUq3SWN72d7QyGG",
"model": "typesafe/jev-1.13-20260917",
"provider": "TypeSafe",
"answers": {
"urgent": {
"type": "noul",
"noul": 0.53
},
"category": {
"type": "choice",
"choice": "safety",
"probabilities": {
"operations": 0,
"safety": 1,
"security": 0
},
"confidence": 1
},
"severity": {
"type": "score",
"score": 1.11,
"probabilities": {
"0": 0,
"1": 0.89,
"2": 0.11,
"3": 0
},
"confidence": 0.89,
"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": 470,
"output_tokens": 72,
"cost": 0.00001974
}
}
}
},
{
"caseId": "risk-02",
"repeat": 2,
"outcome": {
"model": "clef",
"measuredAt": "2026-10-08T09:28:27.117Z",
"durationMs": 695,
"status": "success",
"result": {
"id": "gen-dec-1791451707-SmBHEhEMGLXQbr5Dzb6I",
"model": "cloudflare/clef",
"provider": "Cloudflare",
"answers": {
"urgent": {
"type": "noul",
"noul": 0.1254
},
"category": {
"type": "choice",
"choice": "safety",
"probabilities": {
"security": 0.0084,
"safety": 0.9637,
"operations": 0.0279
},
"confidence": 0.8943
},
"severity": {
"type": "score",
"score": 1.3159,
"probabilities": {
"0": 0.0129,
"1": 0.6697,
"2": 0.3059,
"3": 0.0115
},
"confidence": 0.3898,
"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": 412,
"output_tokens": 0,
"cost": 0.00009888
}
}
}
},
{
"caseId": "risk-02",
"repeat": 3,
"outcome": {
"model": "jev",
"measuredAt": "2026-10-08T09:29:57.253Z",
"durationMs": 355,
"status": "success",
"result": {
"id": "gen-dec-1791451797-5cPMJk08giQNn89TZVfQ",
"model": "typesafe/jev-1.13-20260917",
"provider": "TypeSafe",
"answers": {
"urgent": {
"type": "noul",
"noul": 0.51
},
"category": {
"type": "choice",
"choice": "safety",
"probabilities": {
"safety": 1,
"security": 0,
"operations": 0
},
"confidence": 1
},
"severity": {
"type": "score",
"score": 1.11,
"probabilities": {
"0": 0,
"1": 0.89,
"2": 0.11,
"3": 0
},
"confidence": 0.89,
"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": 470,
"output_tokens": 72,
"cost": 0.00001974
}
}
}
},
{
"caseId": "risk-02",
"repeat": 3,
"outcome": {
"model": "clef",
"measuredAt": "2026-10-08T09:29:57.625Z",
"durationMs": 657,
"status": "success",
"result": {
"id": "gen-dec-1791451797-EikZGXvUxLIV72OmvIGL",
"model": "cloudflare/clef",
"provider": "Cloudflare",
"answers": {
"urgent": {
"type": "noul",
"noul": 0.1254
},
"category": {
"type": "choice",
"choice": "safety",
"probabilities": {
"security": 0.0084,
"safety": 0.9637,
"operations": 0.0279
},
"confidence": 0.8943
},
"severity": {
"type": "score",
"score": 1.3159,
"probabilities": {
"0": 0.0129,
"1": 0.6697,
"2": 0.3059,
"3": 0.0115
},
"confidence": 0.3898,
"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": 412,
"output_tokens": 0,
"cost": 0.00009888
}
}
}
},
{
"caseId": "risk-02",
"repeat": 3,
"outcome": {
"model": "clef-flash",
"measuredAt": "2026-10-08T09:29:58.303Z",
"durationMs": 466,
"status": "success",
"result": {
"id": "gen-dec-1791451798-cxz4SaTtD9CEDgwkUnrg",
"model": "cloudflare/clef-flash",
"provider": "Cloudflare",
"answers": {
"urgent": {
"type": "noul",
"noul": 0.4022
},
"category": {
"type": "choice",
"choice": "safety",
"probabilities": {
"security": 0.0083,
"safety": 0.975,
"operations": 0.0167
},
"confidence": 0.9265
},
"severity": {
"type": "score",
"score": 1.0578,
"probabilities": {
"0": 0.0731,
"1": 0.8073,
"2": 0.1084,
"3": 0.0112
},
"confidence": 0.5585,
"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": 412,
"output_tokens": 0,
"cost": 0.00003708
}
}
}
}
]
}