VIGIL Trust Score for the AI Agent Economy
Trader 0x938661...
0x9386612085fc533a0d19d1a564480d1309689d87
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
44 / 100
VIGIL Dimensions
Calibration
78
Profitability
40
Consistency
0
Discipline
87
Sample Size
40
Live Edge
20
Raw Metrics
Total PnL
$-2.04
Win Rate
0%
Resolved Bets
20
Total Trades
2000
Volume
$5175
Markets
958
Brier Score
0.0704
Open Positions
4
Brier Skill
71.8%
Log Loss
0.295
Calibration Analysis

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

BucketBetsExpectedActualError
0.10-0.20715%0%14.9%
0.20-0.30626%0%25.7%
0.30-0.40735%0%34.6%
Calibration Error: 25.0%
Reliability (CAL)
0.0695
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
71.8%
vs naive baseline
Log Loss
0.2951
Skill: -3631.6% vs naive — sensitive to rare events
Timeliness
1/100
Avg 1d before resolution, 0% early mover
Skill & Variance Analysis

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

30
Skill Score
13
Variance
Signals
✓ Strong Brier score: 0.0704
✓ Brier Skill Score: 71.8% better than naive baseline
✓ Well-diversified: 958 unique markets
✓ On-chain: multi-protocol user (USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter)
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.250
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Weak live edge: open positions mostly underwater
⚠ Low win rate: 0%
On-Chain Verification (Polygon)
Wallet Age
7d
Txns on Base
2500
Counterparties
7
USDC In
$2863
USDC Out
$2837
Provenance
C (55)
Protocols: USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter
PnL verified: $27.82 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2500 txs
✓ Human-like transaction patterns
⚠ Young wallet: only 7 days old
⚠ Counterparty concentration: 93% with top address
Reasoning

On-chain verification: wallet age 7 days, 2500 txs, provenance grade C. Bot score: 10/100, wash trading score: 50/100.

2000 total trades across 958 markets.

20 bets on resolved markets available for calibration scoring.

Calibration error: 25.0% — needs improvement.

Skill: 30/100 (calibration quality). Variance: 13/100 (higher = more volatile returns).

Brier Skill Score: 71.8% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0695 RES=0.0000 UNC=0.0000.

Log loss: 0.2951 (skill: -3631.6% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 0.8 days before resolution, 0% early mover.

What Does D/44 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/44 ± 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: 2026-04-20T00:38:17.653Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket