VIGIL Trust Score for the AI Agent Economy
Worthy-Julienne
0x9eefef907bde0098678f9e9aecd392e051a93de3
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
45 / 100
VIGIL Dimensions
Calibration
32
Profitability
29
Consistency
93
Discipline
50
Sample Size
40
Live Edge
40
Raw Metrics
Total PnL
$-25.74
Win Rate
0%
Resolved Bets
20
Total Trades
157
Volume
$450
Markets
71
Brier Score
0.2698
Open Positions
0
Brier Skill
-7.9%
Log Loss
0.942
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1044%0%4.5%
0.30-0.40436%0%36.5%
0.40-0.50247%0%47.0%
0.50-0.60653%0%53.3%
0.60-0.70261%0%61.0%
0.90-1.00299%0%99.0%
Calibration Error: 44.9%
Reliability (CAL)
0.2696
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-7.9%
vs naive baseline
Log Loss
0.9422
Skill: -11816.1% vs naive — sensitive to rare events
Skill & Variance Analysis

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

6
Skill Score
7
Variance
Signals
✓ Well-diversified: 71 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.449
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
24d
Txns on Base
242
Counterparties
0
USDC In
$250
USDC Out
$249
Provenance
D (33)
Protocols: USDC.e (Bridged)
PnL verified: $26.9 gap between API and on-chain USDC
✓ Active on-chain: 242 txs
✓ Human-like transaction patterns
⚠ Young wallet: only 24 days old
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 24 days, 242 txs, provenance grade D. Bot score: 0/100, wash trading score: 0/100.

157 total trades across 71 markets.

20 bets on resolved markets available for calibration scoring.

Calibration error: 44.9% — needs improvement.

Skill: 6/100 (calibration quality). Variance: 7/100 (higher = more volatile returns).

Brier Skill Score: -7.9% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2696 RES=0.0000 UNC=0.0000.

Log loss: 0.9422 (skill: -11816.1% vs naive). Lower log loss = better calibration on rare events.

What Does D/45 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/45 ± 15 (low confidence, 20 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: 2026-04-20T00:32:52.904Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket