Most benchmarks don’t reflect real-world retail search performance.

This white paper examines how well top LLM encoders, ranked on MTEB and public ecommerce datasets, transfer to production. The results show why domain-specific evaluation is critical for semantic search.

If you work on search relevance, it’s a practical look at what benchmarks miss and what actually matters.

Download the white paper.