VIGIL Trust Score for the AI Agent Economy
Slimy-Movie
0xc10f1d8c5ce9c21e18ba61ff578c519088d17972
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
48 / 100
VIGIL Dimensions
Calibration
34
Profitability
45
Consistency
74
Discipline
50
Sample Size
60
Live Edge
40
Raw Metrics
Total PnL
$28.02
Win Rate
86%
Resolved Bets
29
Total Trades
90
Volume
$1024
Markets
72
Brier Score
0.1863
Open Positions
0
Brier Skill
-56.7%
Log Loss
0.547
Calibration Analysis

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

BucketBetsExpectedActualError
0.10-0.20118%100%81.8%
0.20-0.30125%100%75.0%
0.30-0.40136%100%64.2%
0.40-0.50645%67%22.1%
0.50-0.60456%75%19.3%
0.60-0.70366%100%34.0%
0.70-0.80676%83%7.0%
0.80-0.90684%100%15.5%
0.90-1.00195%100%5.0%
Calibration Error: 23.2%
Reliability (CAL)
0.0899
Lower = better calibrated
Resolution (RES)
0.0183
Higher = stronger opinions
Brier Skill Score
-56.7%
vs naive baseline
Log Loss
0.5475
Skill: -36.5% vs naive — sensitive to rare events
Timeliness
6/100
Avg 6d before resolution, 0% early mover
Skill & Variance Analysis

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

35
Skill Score
38
Variance
Signals
✓ Strong Brier score: 0.1863
✓ Conservative (underconfident) bias
✓ Net profitable: +$28 total PnL
✓ Strong win rate: 86%
✓ Well-diversified: 72 unique markets
✓ On-chain: human-like trading patterns
⚠ Brier Skill Score: -56.7% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
9d
Txns on Base
146
Counterparties
0
USDC In
$1190
USDC Out
$1013
Provenance
D (33)
Protocols: USDC.e (Bridged)
PnL verified: $148.82 gap between API and on-chain USDC
✓ Human-like transaction patterns
⚠ Young wallet: only 9 days old
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 9 days, 146 txs, provenance grade D. Bot score: 0/100, wash trading score: 0/100.

90 total trades across 72 markets.

29 bets on resolved markets available for calibration scoring.

Calibration error: 23.2% — needs improvement.

Skill: 35/100 (calibration quality). Variance: 38/100 (higher = more volatile returns).

Brier Skill Score: -56.7% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0899 RES=0.0183 UNC=0.1189.

Log loss: 0.5475 (skill: -36.5% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 6.2 days before resolution, 0% early mover.

What Does D/48 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/48 ± 15 (low confidence, 29 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: 2026-04-20T00:36:53.203Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket