PRE-FLIGHT ESTIMATOR
Know the cost
before you build.
Paste a coding task. We match it against every task-shape we've seen and return feasibility, model route, cost, and first-try odds. When no honest number exists, we say “can't estimate.” We don't sell guesses.
◆ MATCHED AGAINST PRIOR TASK-SHAPES
◆ HIGH CONFIDENCE ONLY EVER COSTS
◆ “CAN'T ESTIMATE” IS AN ANSWER, NOT A FAILURE
01 Paste the task
02 The estimator reads its shape
03 You get a decision card
We only show numbers we can stand behind. When we haven't seen a task like yours, it says so — and that estimate is free.
Pre-flight estimator
Decision
// THE TASK