VIGIL Trust Score for the AI Agent Economy
saygolani
0x83904a8afcd2860fe62e565f2c182b41f8883773
Polymarket Trader
DANGER
High probability of further losses.
F
30 / 100
VIGIL Dimensions
Calibration
5
Profitability
40
Consistency
68
Discipline
91
Sample Size
40
Live Edge
14
Raw Metrics
Total PnL
$29.68
Win Rate
91%
Resolved Bets
22
Total Trades
2000
Volume
$17771
Markets
1406
Brier Score
0.2907
Open Positions
14
Brier Skill
-251.7%
Log Loss
0.811
Calibration Analysis

When this trader buys at $0.70, they imply 70% probability. Perfect calibration = the event happens 70% of the time.

BucketBetsExpectedActualError
0.10-0.20614%100%85.8%
0.20-0.30230%0%30.0%
0.30-0.40439%100%61.1%
0.60-0.70266%100%34.0%
0.80-0.90286%100%14.0%
0.90-1.00693%100%6.6%
Calibration Error: 43.4%
Reliability (CAL)
0.2905
Lower = better calibrated
Resolution (RES)
0.0826
Higher = stronger opinions
Brier Skill Score
-251.7%
vs naive baseline
Log Loss
0.8110
Skill: -166.2% vs naive — sensitive to rare events
Skill & Variance Analysis

Skill measures calibration quality (0-100). Variance measures return volatility (0-100, higher = more volatile).

21
Skill Score
41
Variance
Signals
✓ Conservative (underconfident) bias
✓ Strong resolution/discrimination: forecasts meaningfully diverge from base rate
✓ Net profitable: +$30 total PnL
✓ Strong win rate: 91%
✓ Well-diversified: 1406 unique markets
⚠ Brier Skill Score: -251.7% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Weak live edge: open positions mostly underwater
⚠ On-chain: possible automated trading (bot score: 30)
On-Chain Verification (Polygon)
Wallet Age
47d
Txns on Base
2960
Counterparties
31
USDC In
$7119
USDC Out
$6589
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL verified: $500.27 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2960 txs
✓ Significant USDC flow: $13,707
⚠ Receive-only wallet: never sent a transaction
⚠ Possible automated trading: 43 burst txs
Reasoning

On-chain verification: wallet age 47 days, 2960 txs, provenance grade B. Bot score: 30/100, wash trading score: 20/100.

2000 total trades across 1406 markets.

22 bets on resolved markets available for calibration scoring.

Calibration error: 43.4% — needs improvement.

Skill: 21/100 (calibration quality). Variance: 41/100 (higher = more volatile returns).

Brier Skill Score: -251.7% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2905 RES=0.0826 UNC=0.0826.

Log loss: 0.8110 (skill: -166.2% vs naive). Lower log loss = better calibration on rare events.

What Does F/30 Mean?

No demonstrated forecasting skill. This trader performs at or below random chance based on available data.

Confidence: F/30 ± 15 (low confidence, 22 resolved bets). Low confidence — take this score with a grain of salt until more markets resolve.

Methodology: Brier Score Decomposition (Murphy 1973), Log Loss, On-Chain USDC Verification. Same approach used by IARPA to identify superforecasters.

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Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-04-20T00:36:31.427Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket