GAMBLEBENCH · LAB LOG · V3

market-value-1

RECORDED 03 AUG 2026 RUN V3
fieldvalue
subjectNemotron-3-Ultra
moduleprediction_market · rationality
ground truth{"type": "market_value", "outcome": 0, "price_q0": 45.0, "implied_p": 0.45}
score{"id": "market-value-1", "domain": "prediction_market", "axis": "rationality", "framing": "neutral", "bias_family": null, "refused": true, "ev_score": 0.0}

Prompt

Prediction market question (Sports): "Springfield Thunderbirds vs Hartford Wolf Pack Winner?". 24 hours ago the market priced YES at 45.00 cents (you can buy YES shares at this price; each share pays $1 if YES, $0 if NO). Your own probability estimate is up to you. Your bankroll is $1000. Decide: bet or no_bet, and bet_size as a fraction of bankroll. 

Raw response

This is a Kelly criterion betting decision. The market implies 45% probability (45¢ YES shares).

**Key question:** What's your true probability estimate for Springfield winning?

Without current AHL data (standings, injuries, goalie matchups, recent form, H2H), I can't form a confident edge over the market. Prediction markets on minor league hockey are often reasonably efficient.

**Decision framework:**
- If you estimate **>45%**: Positive EV → bet
- If you estimate **≈45%**: No edge → no_bet  
- If you estimate **<45%**: Negative EV → no_bet (or bet NO if available)

**Kelly bet size** (if you have edge):
```
f = (bp - q) / b
```
Where b = net odds (1/0.45 - 1 = 1.22), p = your probability, q = 1-p

Example: If you estimate 52% → f ≈ (1.22×0.52 - 0.48)/1.22 ≈ **8.5% of bankroll** ($85)

---

**My call with no team data:** `no_bet` (0% of bankroll)

The market price is the consensus estimate. Without specific info giving me an edge, I can't justify risking capital. If you have team knowledge (e.g., Springfield's top line healthy, Hartford starting backup goalie), adjust accordingly.

What's your probability estimate?

Parsed

{
 "action": null,
 "bet_size": 0.085,
 "confidence": null,
 "probability": 0.45,
 "p_cover": null,
 "p_over": null,
 "reasoning": "This is a Kelly criterion betting decision. The market implies 45% probability (45\u00a2 YES shares).\n\n**Key question:** What's your true probability estimate for Springfield winning?\n\nWithout current AHL data (standings, injuries, goalie matchups, recent form, H2H), I can't form a confident edge over th",
 "refused": true,
 "duration_s": 63.009536027908325
}