VIGIL Trust Score for the AI Agent Economy
Advanced-Portfolio
0xcc4dcf9b4d2db46745a03a7e06127eba8b5aaed9
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
45 / 100
VIGIL Dimensions
Calibration
34
Profitability
38
Consistency
50
Discipline
87
Sample Size
60
Live Edge
33
Raw Metrics
Total PnL
$-41.07
Win Rate
23%
Resolved Bets
26
Total Trades
230
Volume
$3770
Markets
136
Brier Score
0.2606
Open Positions
18
Brier Skill
-46.8%
Log Loss
0.840
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1033%0%3.4%
0.10-0.20514%40%26.0%
0.20-0.30525%0%24.9%
0.30-0.40236%50%14.0%
0.40-0.50345%33%12.0%
0.50-0.60254%50%3.9%
0.60-0.70263%0%62.5%
0.70-0.80174%0%74.0%
0.90-1.00395%33%61.8%
Calibration Error: 27.7%
Reliability (CAL)
0.1236
Lower = better calibrated
Resolution (RES)
0.0416
Higher = stronger opinions
Brier Skill Score
-46.8%
vs naive baseline
Log Loss
0.8399
Skill: -55.5% vs naive — sensitive to rare events
Timeliness
76/100
Avg 41d before resolution, 88% early mover
Skill & Variance Analysis

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

33
Skill Score
100
Variance
Signals
✓ Early mover: avg 41 days before resolution
✓ Well-diversified: 136 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.156
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -46.8% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Low win rate: 23%
On-Chain Verification (Polygon)
Wallet Age
60d
Txns on Base
298
Counterparties
0
USDC In
$2769
USDC Out
$2476
Provenance
C (43)
Protocols: USDC.e (Bridged)
PnL verified: $334.48 gap between API and on-chain USDC
✓ Active on-chain: 298 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 60 days, 298 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

230 total trades across 136 markets.

26 bets on resolved markets available for calibration scoring.

Calibration error: 27.7% — needs improvement.

Skill: 33/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -46.8% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1236 RES=0.0416 UNC=0.1775.

Log loss: 0.8399 (skill: -55.5% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 41.2 days before resolution, 88% early mover.

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, 26 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: 2026-04-20T00:32:13.109Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket