VIGIL Trust Score for the AI Agent Economy
swisstony
0x204f72f35326db932158cba6adff0b9a1da95e14
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
40 / 100
VIGIL Dimensions
Calibration
33
Profitability
0
Consistency
5
Discipline
96
Sample Size
100
Live Edge
60
Raw Metrics
Total PnL
$-77818.14
Win Rate
54%
Resolved Bets
936
Total Trades
2000
Volume
$337383
Markets
337
Brier Score
0.3596
Open Positions
64
Brier Skill
-44.9%
Log Loss
1.046
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.101085%57%52.7%
0.10-0.2013615%63%48.4%
0.20-0.3012825%69%43.7%
0.30-0.4013435%52%17.2%
0.40-0.5012645%51%5.5%
0.50-0.6010655%40%14.9%
0.60-0.706464%53%11.0%
0.70-0.806875%35%40.0%
0.80-0.904886%46%40.0%
0.90-1.001896%89%7.0%
Calibration Error: 29.8%
Reliability (CAL)
0.1201
Lower = better calibrated
Resolution (RES)
0.0121
Higher = stronger opinions
Brier Skill Score
-44.9%
vs naive baseline
Log Loss
1.0464
Skill: -51.8% vs naive — sensitive to rare events
Skill & Variance Analysis

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

26
Skill Score
100
Variance
Signals
✓ Conservative (underconfident) bias
✓ Well-diversified: 337 unique markets
✓ On-chain: 255-day wallet history on Polygon
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.3596
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -44.9% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$77818 total PnL
⚠ PnL divergence: $98214 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
255d
Txns on Base
2000
Counterparties
0
USDC In
$188617
USDC Out
$168222
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL divergence: $98213.74 gap between API and on-chain USDC
✓ Wallet age: 255 days
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $356,839
✓ 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 255 days, 2000 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

2000 total trades across 337 markets.

936 bets on resolved markets available for calibration scoring.

Calibration error: 29.8% — needs improvement.

Skill: 26/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -44.9% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1201 RES=0.0121 UNC=0.2482.

Log loss: 1.0464 (skill: -51.8% vs naive). Lower log loss = better calibration on rare events.

What Does D/40 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/40 ± 3 (high confidence, 936 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.

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Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-04-20T00:35:26.544Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket