STQA - Forecast Reasoning - Trend Comparison: leaderboard
STQA tests stock-focused tabular question answering over historical and forecast data. QR is historical query reasoning, NF numerical forecasting and FR forecast-based reasoning. The SQFRS tool workflow and vanilla prompting are separate configurations. This series reports STQA - Forecast Reasoning - Trend Comparison from 2609.06117v1, A1.T9: Accuracy (%). Higher is better.
Metric: Accuracy (%). Source: arxiv.org. Saturation forecast: Estimated already saturated. 4 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-OSS-120B | 55.6 | #699 |
| 2 | GPT-OSS-20B | 55.2 | #1150 |
| 3 | Qwen 3 30B A3B | 54.8 | #1124 |
| 4 | Gemma 4 31B | 52.8 | #393 |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=stqa-forecast-reasoning-trend-comparison · How It Works · Data refreshed daily, snapshot 2026-11-12.