ShiJianBench (Bull Market): leaderboard
Metric: Advisor impact score (0-100) recomputed within the bull-market interval 2024-09-24 to 2026-01-31, over five matched runs of 27 simulated investors (risk profile x financial literacy x asset tier, weighted by 7,199 real users) in an LLM investor simulator replaying Chinese public-fund market traces, with GPT-4o judging advisor messages. Source: arxiv.org. Saturation forecast: Around May 2027. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | DeepSeek V4 Flash | 47.6 |
| 2 | Claude Sonnet 4.6 | 47.31 |
| 3 | GPT-5 | 46.39 |
Interactive version: theaggregate.ai/benchmark?slug=shijianbench-bull-market · How It Works · Data refreshed daily, snapshot 2026-09-29.