VIGIL Trust Score for the AI Agent Economy
EF203F2IPFC2ICP20W-CP3
0x4133bcbad1d9c41de776646696f41c34d0a65e70
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
49 / 100
VIGIL Dimensions
Calibration
24
Profitability
56
Consistency
8
Discipline
98
Sample Size
88
Live Edge
59
Raw Metrics
Total PnL
$33029.83
Win Rate
53%
Resolved Bets
232
Total Trades
2000
Volume
$424132
Markets
699
Brier Score
0.3922
Open Positions
164
Brier Skill
-57.3%
Log Loss
1.234
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10705%54%49.2%
0.10-0.205014%56%41.5%
0.20-0.304225%52%27.7%
0.30-0.401835%56%20.5%
0.40-0.501644%50%6.1%
0.50-0.60855%25%30.1%
0.60-0.70265%100%35.1%
0.70-0.801476%43%33.3%
0.80-0.901083%60%23.1%
0.90-1.00297%0%96.9%
Calibration Error: 36.0%
Reliability (CAL)
0.1488
Lower = better calibrated
Resolution (RES)
0.0082
Higher = stronger opinions
Brier Skill Score
-57.3%
vs naive baseline
Log Loss
1.2340
Skill: -78.4% vs naive — sensitive to rare events
Skill & Variance Analysis

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

18
Skill Score
100
Variance
Signals
✓ Conservative (underconfident) bias
✓ Net profitable: +$33030 total PnL
✓ Well-diversified: 699 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.3922
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -57.3% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
On-Chain Verification (Polygon)
Wallet Age
170d
Txns on Base
2000
Counterparties
0
USDC In
$109971
USDC Out
$38880
Provenance
C (58)
Protocols: USDC.e (Bridged)
PnL verified: $38061.07 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $148,852
✓ 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 170 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

2000 total trades across 699 markets.

232 bets on resolved markets available for calibration scoring.

Calibration error: 36.0% — needs improvement.

Skill: 18/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -57.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1488 RES=0.0082 UNC=0.2493.

Log loss: 1.2340 (skill: -78.4% vs naive). Lower log loss = better calibration on rare events.

What Does D/49 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/49 ± 3 (high confidence, 232 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: 2026-04-20T00:37:02.444Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket