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174 changes: 162 additions & 12 deletions evals.json
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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
{
"format": "roomote-role-evals/v1",
"publishedAt": "2026-08-06T16:19:43.537Z",
"publishedAt": "2026-08-06T16:33:05.152Z",
"evals": [
{
"id": "coding",
Expand Down Expand Up @@ -3093,29 +3093,29 @@
},
{
"model": "google/gemini-3.6-flash",
"qualityScore": 41,
"latencyP50Ms": 16540,
"latencyP95Ms": 50735,
"costUsd": 0.0643035,
"costPerCaseUsd": 0.0049464230769230766,
"tokens": 42869,
"qualityScore": 39,
"latencyP50Ms": 1499,
"latencyP95Ms": 2190,
"costUsd": 0.0057165,
"costPerCaseUsd": 0.00043973076923076924,
"tokens": 3811,
"casesAttempted": 13,
"metrics": [
{
"label": "file recall",
"value": "47%",
"value": "53%",
"hint": "of the files the real fix touched, how many were predicted — higher is better",
"sort": 0.47435897435897434
"sort": 0.5256410256410257
},
{
"label": "precision",
"value": "36%",
"value": "31%",
"hint": "of predicted files, how many were right",
"sort": 0.3589743589743589
"sort": 0.3076923076923077
},
{
"label": "latency p50/p95",
"value": "16.5s / 50.7s",
"value": "1.5s / 2.2s",
"hint": "wall-clock per attempted file-targeting call; failures count as the 60s timeout",
"sort": null
}
Expand Down Expand Up @@ -3181,6 +3181,96 @@
}
]
},
{
"model": "openai/gpt-5.4-mini",
"qualityScore": 33,
"latencyP50Ms": 2652,
"latencyP95Ms": 11390,
"costUsd": 0.0026115,
"costPerCaseUsd": 0.0002008846153846154,
"tokens": 3482,
"casesAttempted": 13,
"metrics": [
{
"label": "file recall",
"value": "37%",
"hint": "of the files the real fix touched, how many were predicted — higher is better",
"sort": 0.37179487179487175
},
{
"label": "precision",
"value": "29%",
"hint": "of predicted files, how many were right",
"sort": 0.2948717948717948
},
{
"label": "latency p50/p95",
"value": "2.7s / 11.4s",
"hint": "wall-clock per attempted file-targeting call; failures count as the 60s timeout",
"sort": null
}
]
},
{
"model": "qwen/qwen3.7-plus",
"qualityScore": 33,
"latencyP50Ms": 4832,
"latencyP95Ms": 60000,
"costUsd": 0.00206752,
"costPerCaseUsd": 0.00015904000000000002,
"tokens": 6461,
"casesAttempted": 13,
"metrics": [
{
"label": "file recall",
"value": "41%",
"hint": "of the files the real fix touched, how many were predicted — higher is better",
"sort": 0.4102564102564103
},
{
"label": "precision",
"value": "28%",
"hint": "of predicted files, how many were right",
"sort": 0.28205128205128205
},
{
"label": "latency p50/p95",
"value": "4.8s / 60.0s",
"hint": "wall-clock per attempted file-targeting call; failures count as the 60s timeout",
"sort": null
}
]
},
{
"model": "google/gemini-3.5-flash",
"qualityScore": 33,
"latencyP50Ms": 12000,
"latencyP95Ms": 60000,
"costUsd": 0.023796,
"costPerCaseUsd": 0.0018304615384615386,
"tokens": 15864,
"casesAttempted": 13,
"metrics": [
{
"label": "file recall",
"value": "39%",
"hint": "of the files the real fix touched, how many were predicted — higher is better",
"sort": 0.3910256410256411
},
{
"label": "precision",
"value": "28%",
"hint": "of predicted files, how many were right",
"sort": 0.27884615384615385
},
{
"label": "latency p50/p95",
"value": "12.0s / 60.0s",
"hint": "wall-clock per attempted file-targeting call; failures count as the 60s timeout",
"sort": null
}
]
},
{
"model": "moonshotai/kimi-k3",
"qualityScore": 33,
Expand Down Expand Up @@ -3421,6 +3511,66 @@
}
]
},
{
"model": "google/gemini-3.5-flash-lite",
"qualityScore": 24,
"latencyP50Ms": 1333,
"latencyP95Ms": 2095,
"costUsd": 0.0010578,
"costPerCaseUsd": 0.00008136923076923076,
"tokens": 3526,
"casesAttempted": 13,
"metrics": [
{
"label": "file recall",
"value": "33%",
"hint": "of the files the real fix touched, how many were predicted — higher is better",
"sort": 0.3333333333333333
},
{
"label": "precision",
"value": "19%",
"hint": "of predicted files, how many were right",
"sort": 0.19230769230769232
},
{
"label": "latency p50/p95",
"value": "1.3s / 2.1s",
"hint": "wall-clock per attempted file-targeting call; failures count as the 60s timeout",
"sort": null
}
]
},
{
"model": "mistralai/ministral-14b-2512",
"qualityScore": 17,
"latencyP50Ms": 1709,
"latencyP95Ms": 60000,
"costUsd": 0.0007109999999999999,
"costPerCaseUsd": 0.000054692307692307686,
"tokens": 3555,
"casesAttempted": 13,
"metrics": [
{
"label": "file recall",
"value": "29%",
"hint": "of the files the real fix touched, how many were predicted — higher is better",
"sort": 0.2948717948717948
},
{
"label": "precision",
"value": "12%",
"hint": "of predicted files, how many were right",
"sort": 0.1163003663003663
},
{
"label": "latency p50/p95",
"value": "1.7s / 60.0s",
"hint": "wall-clock per attempted file-targeting call; failures count as the 60s timeout",
"sort": null
}
]
},
{
"model": "deepseek/deepseek-v4-flash-0731",
"qualityScore": 15,
Expand Down