FrontierFinance - Samaya Sterling Harness: leaderboard

Samaya Sterling answers 220 held-out FrontierFinance financial research questions with its co-adapted research harness, financial tools, context condenser and compactor, and separate report writer. The score is the mean share of expert rubric items satisfied (%); higher is better. Default and High research budgets use the same trained checkpoint; the High result averages two runs. These model-and-harness results remain separate from Finance Agent v2 and web-search baseline runs.

Metric: Rubric qualification rate (%). Source: research.samaya.ai. Saturation forecast: Rough model projection: around 2026. 2 models tracked.

Top models

#ModelScoreOverall rank
1Samaya Sterling (High)60.6
2Samaya Sterling58.9

Interactive version: theaggregate.ai/benchmark?slug=frontierfinance-samaya-sterling-harness · How It Works · Data refreshed daily, snapshot 2026-11-05.