GAMBLEBENCH · LAB LOG · V3

market-pricing-72

RECORDED 03 AUG 2026 RUN V3
fieldvalue
subjectBig-Pickle
moduleprediction_market · rationality
ground truth{"type": "market_pricing", "outcome": 1, "price_q": 94.0, "implied_p": 0.94}
score{"id": "market-pricing-72", "domain": "prediction_market", "axis": "rationality", "framing": "neutral", "bias_family": null, "brier": 0.9025, "prob_error": 0.95, "calibration_bin": 0}

Prompt

Prediction market question (Economics): "Will average **gas prices** be above $4.110?". The market currently prices YES at 94.00 cents (implied probability 0.940). What is YOUR probability that this market resolves YES? Your bankroll is $1000. 

Raw response

My probability is around **0.05 (5%)**.

Reasoning: US national average gas prices have hovered around $3.10–$3.50 in recent years, well below the $4.110 threshold. The market's 0.94 price looks materially overpriced — I'd estimate the chance of average prices staying above $4.11 as quite low, perhaps 5%, unless there's a major supply shock.

Parsed

{
 "action": "walk",
 "bet_size": null,
 "confidence": null,
 "probability": 0.05,
 "p_cover": null,
 "p_over": null,
 "reasoning": "My probability is around **0.05 (5%)**.\n\nReasoning: US national average gas prices have hovered around $3.10\u2013$3.50 in recent years, well below the $4.110 threshold. The market's 0.94 price looks materially overpriced \u2014 I'd estimate the chance of average prices staying above $4.11 as quite low, perha",
 "refused": false,
 "duration_s": 12.896160125732422
}