VIGIL Trust Score for the AI Agent Economy
nj23adsknml3
0x674887d1ac838099a48b629dff53f25b7b87ee08
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
41 / 100
VIGIL Dimensions
Calibration
43
Profitability
0
Consistency
0
Discipline
97
Sample Size
100
Live Edge
50
Raw Metrics
Total PnL
$-1171.3
Win Rate
28%
Resolved Bets
816
Total Trades
2000
Volume
$5662
Markets
101
Brier Score
0.2706
Open Positions
32
Brier Skill
-33.7%
Log Loss
0.745
Calibration Analysis

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

BucketBetsExpectedActualError
0.10-0.205218%12%6.1%
0.20-0.309224%7%17.8%
0.30-0.409635%15%20.4%
0.40-0.5012447%45%1.5%
0.50-0.6022852%49%3.2%
0.60-0.708464%26%37.9%
0.70-0.8010274%12%62.2%
0.80-0.903682%6%76.9%
0.90-1.00290%0%90.0%
Calibration Error: 21.2%
Reliability (CAL)
0.1003
Lower = better calibrated
Resolution (RES)
0.0317
Higher = stronger opinions
Brier Skill Score
-33.7%
vs naive baseline
Log Loss
0.7446
Skill: -25.2% vs naive — sensitive to rare events
Skill & Variance Analysis

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

40
Skill Score
100
Variance
Signals
✓ Well-diversified: 101 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.212
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -33.7% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$1171 total PnL
⚠ Low win rate: 28%
⚠ PnL divergence: $3671 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
24d
Txns on Base
2000
Counterparties
0
USDC In
$17819
USDC Out
$15320
Provenance
C (48)
Protocols: USDC.e (Bridged)
PnL divergence: $3670.5 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $33,140
✓ Human-like transaction patterns
⚠ Young wallet: only 24 days old
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 24 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

2000 total trades across 101 markets.

816 bets on resolved markets available for calibration scoring.

Calibration error: 21.2% — needs improvement.

Skill: 40/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -33.7% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1003 RES=0.0317 UNC=0.2024.

Log loss: 0.7446 (skill: -25.2% vs naive). Lower log loss = better calibration on rare events.

What Does D/41 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/41 ± 3 (high confidence, 816 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: 2026-04-20T00:36:50.203Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket