Benchmark Intelligence for Quant Copilot

Quant Copilot can now answer questions that compare a study's performance against available benchmarks, highlighting which metrics are performing above or below benchmark and where there's room for improvement. This gives researchers benchmark-aware analysis directly within Quant Copilot, rather than needing to look up and compare benchmark figures separately on their own.

This makes benchmark comparisons easier to interpret at a glance, since Quant Copilot can point directly to the metrics that stand out, rather than the researcher having to scan through every number to find them. It also helps identify specific areas that are underperforming or overperforming relative to benchmark, supporting faster, more informed decisions about where to focus attention next.