VIGIL Trust Score for the AI Agent Economy
Extraneous-Clinic
0x4f92d073d8c3ef4b3379e5820e11d631ce83db0d
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
42 / 100
VIGIL Dimensions
Calibration
27
Profitability
0
Consistency
96
Discipline
50
Sample Size
75
Live Edge
40
Raw Metrics
Total PnL
$-744.13
Win Rate
0%
Resolved Bets
68
Total Trades
186
Volume
$2808
Markets
133
Brier Score
0.2816
Open Positions
0
Brier Skill
-12.6%
Log Loss
0.810
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1047%0%7.3%
0.10-0.20416%0%15.6%
0.20-0.30625%0%24.8%
0.30-0.40838%0%37.8%
0.40-0.501445%0%45.3%
0.50-0.601255%0%55.2%
0.60-0.701063%0%63.2%
0.70-0.80677%0%77.0%
0.80-0.90286%0%86.0%
0.90-1.00298%0%97.8%
Calibration Error: 48.5%
Reliability (CAL)
0.2809
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-12.6%
vs naive baseline
Log Loss
0.8105
Skill: -10149.7% vs naive — sensitive to rare events
Skill & Variance Analysis

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

2
Skill Score
22
Variance
Signals
✓ Well-diversified: 133 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.485
⚠ Brier Skill Score: -12.6% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$744 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ PnL divergence: $765 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
167d
Txns on Base
269
Counterparties
0
USDC In
$2341
USDC Out
$2320
Provenance
C (48)
Protocols: USDC.e (Bridged)
PnL divergence: $764.6 gap between API and on-chain USDC
✓ Active on-chain: 269 txs
✓ Human-like transaction patterns
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 167 days, 269 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

186 total trades across 133 markets.

68 bets on resolved markets available for calibration scoring.

Calibration error: 48.5% — needs improvement.

Skill: 2/100 (calibration quality). Variance: 22/100 (higher = more volatile returns).

Brier Skill Score: -12.6% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2809 RES=0.0000 UNC=0.0000.

Log loss: 0.8105 (skill: -10149.7% vs naive). Lower log loss = better calibration on rare events.

What Does D/42 Mean?

Below average. The data shows poor calibration, thin evidence, or both. When this trader expresses high confidence, events don't happen at the rate they imply.

Confidence: D/42 ± 8 (medium confidence, 68 resolved bets). Moderate confidence — score may shift as 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: 2026-04-20T00:34:47.301Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket