Published task benchmark

Last-Mile Instruction Clarification

Given a customer's delivery note, rewrite it as concise driver steps while preserving access constraints and flagging ambiguous or unsafe instructions.

Compare measured quality, workload cost, and latency across model tiers. Results are task-specific and directional—not a general model ranking.

E-commerce & LogisticsGenerationEvaluated 9/9/2026Pricing data observed October 2, 2026

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