VIGIL Trust Score for the AI Agent Economy
PrincessCaro
0x8119010a6e589062aa03583bb3f39ca632d9f887
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
35 / 100
VIGIL Dimensions
Calibration
43
Profitability
40
Consistency
15
Discipline
21
Sample Size
40
Live Edge
40
Raw Metrics
Total PnL
$0
Win Rate
71%
Resolved Bets
14
Total Trades
376
Volume
$6280088
Markets
14
Brier Score
0.2571
Open Positions
0
Brier Skill
-26.0%
Log Loss
0.710
Calibration Analysis

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

BucketBetsExpectedActualError
0.20-0.30228%50%22.3%
0.30-0.40134%100%65.8%
0.40-0.50546%60%14.2%
0.50-0.60554%80%25.6%
0.60-0.70167%100%33.1%
Calibration Error: 24.5%
Reliability (CAL)
0.0765
Lower = better calibrated
Resolution (RES)
0.0255
Higher = stronger opinions
Brier Skill Score
-26.0%
vs naive baseline
Log Loss
0.7101
Skill: -18.7% vs naive — sensitive to rare events
Timeliness
100/100
Avg 564d before resolution, 100% early mover
Skill & Variance Analysis

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

35
Skill Score
100
Variance
Signals
✓ Conservative (underconfident) bias
✓ Early mover: avg 564 days before resolution
✓ Strong win rate: 71%
✓ On-chain: 565-day wallet history on Polygon
✓ On-chain: human-like trading patterns
✓ On-chain: $27,906 total USDC.e received from Polymarket contracts across 5 tx (Polygon)
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -26.0% — performing worse than naive baseline
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
565d
Txns on Base
2000
Counterparties
0
USDC In
$9941586
USDC Out
$9774652
Provenance
B (71)
Protocols: USDC, USDC.e (Bridged)
✓ Wallet age: 565 days (mature)
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $19,716,239
✓ 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 565 days, 2000 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $27,906 in / $0 out across 5 withdrawal tx since 2024-10-04.

376 total trades across 14 markets.

14 bets on resolved markets available for calibration scoring.

Calibration error: 24.5% — needs improvement.

Skill: 35/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -26.0% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0765 RES=0.0255 UNC=0.2041.

Log loss: 0.7101 (skill: -18.7% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 564.2 days before resolution, 100% early mover.

What Does D/35 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/35 ± 25 (very_low confidence, 14 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: 2026-04-21T05:20:16.299Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket