Tenacious-Bench: Building a Sales Domain Evaluation Benchmark When No Dataset Exists

Tenacious Consulting has developed Tenacious-Bench, a new evaluation benchmark for B2B sales emails tailored to specific buyer segments, addressing limitations of existing general-purpose benchmarks. This benchmark includes detailed failure modes and a novel dataset creation method using multi-LLM synthesis and hand-authored adversarial tasks, significantly improving the accuracy of model evaluations in sales contexts. Developers should watch for v0.2 updates that will enhance task complexity and validation methods.

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