VIGIL Trust Score for the AI Agent Economy
kindlydeIta
0xf613d20d8ede6f4705a1288e6d2f668b1c78b2d4
Polymarket Trader
DANGER
High probability of further losses.
F
30 / 100
VIGIL Dimensions
Calibration
1
Profitability
0
Consistency
66
Discipline
72
Sample Size
100
Live Edge
39
Raw Metrics
Total PnL
$-28330.4
Win Rate
2%
Resolved Bets
478
Total Trades
3100
Volume
$29472
Markets
217
Brier Score
0.3174
Open Positions
10
Brier Skill
-999.0%
Log Loss
0.885
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10307%13%6.5%
0.10-0.202414%0%14.3%
0.20-0.306625%0%25.5%
0.30-0.406635%0%34.6%
0.40-0.504845%4%41.2%
0.50-0.605155%4%51.1%
0.60-0.706965%0%65.2%
0.70-0.806875%3%72.1%
0.80-0.903685%0%85.4%
0.90-1.002093%0%92.9%
Calibration Error: 49.0%
Reliability (CAL)
0.2981
Lower = better calibrated
Resolution (RES)
0.0011
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
0.8852
Skill: -771.2% vs naive — sensitive to rare events
Skill & Variance Analysis

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

1
Skill Score
51
Variance
Signals
✓ Well-diversified: 217 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.482
⚠ Brier Skill Score: -1449.6% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Net loss: -$28330 total PnL
⚠ Low win rate: 2%
⚠ Concentrated portfolio: 55% in single market
⚠ PnL divergence: $37760 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
27d
Txns on Base
2834
Counterparties
30
USDC In
$35104
USDC Out
$25674
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL divergence: $37760.05 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2834 txs
✓ Significant USDC flow: $60,778
✓ Human-like transaction patterns
⚠ Young wallet: only 27 days old
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 27 days, 2834 txs, provenance grade B. Bot score: 0/100, wash trading score: 20/100.

Polymarket on-chain coverage: $4,744 in / $0 out across 154 withdrawal tx since 2026-03-26.

3100 total trades across 217 markets.

478 bets on resolved markets available for calibration scoring.

Calibration error: 49.0% — needs improvement.

Skill: 1/100 (calibration quality). Variance: 51/100 (higher = more volatile returns).

Brier Skill Score: -1449.6% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2981 RES=0.0011 UNC=0.0205.

Log loss: 0.8852 (skill: -771.2% 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 ± 3 (high confidence, 478 resolved bets). This score is highly reliable — enough resolved bets to be confident.

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

Share This Score
POST ON X SCORE CARD
Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-04-22T17:30:54.818Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket