Test fixture
Cost-aware correctness and efficient API spend per successful task.
The model receives the prompt (and optional system message). The run uses scorer rubric_json_metrics with the JSON configuration below. Pass/fail and partial credit are determined entirely by that scorer against the model output; no human grading.
Return JSON only with keys benchmark, title, refactor, done. Set benchmark to "cost", title to "Refactor for loop to array methods", and done to true. Convert a loop that filters active users and maps ids into array methods.
{
"metrics": {
"strict": {
"checks": [
{
"contains": [
"cost"
]
},
{
"contains": [
"done"
]
},
{
"contains": [
"filter"
]
},
{
"contains": [
"map"
]
},
{
"contains": [
"active"
]
}
]
}
}
}temperature
0
max_tokens
360
timeout (s)
120
type
scored
file
cost-refactor-loop-to-array-methods.json