VIGIL Trust Score for the AI Agent Economy
Trader 0x2e6c80...
0x2e6c80dfdcc99f76f76c91a21d74a8f9a00ee09c
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
40 / 100
VIGIL Dimensions
Calibration
26
Profitability
47
Consistency
10
Discipline
96
Sample Size
88
Live Edge
49
Raw Metrics
Total PnL
$712.58
Win Rate
59%
Resolved Bets
118
Total Trades
2000
Volume
$21646
Markets
912
Brier Score
0.3761
Open Positions
118
Brier Skill
-55.9%
Log Loss
1.150
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10385%63%58.5%
0.10-0.201617%63%45.8%
0.20-0.301025%60%35.0%
0.30-0.40435%50%14.9%
0.40-0.501646%38%8.6%
0.50-0.601254%50%3.6%
0.60-0.70865%50%15.2%
0.70-0.80677%100%23.2%
0.80-0.90484%100%15.5%
0.90-1.00492%50%42.3%
Calibration Error: 34.2%
Reliability (CAL)
0.1622
Lower = better calibrated
Resolution (RES)
0.0232
Higher = stronger opinions
Brier Skill Score
-55.9%
vs naive baseline
Log Loss
1.1497
Skill: -70.2% vs naive — sensitive to rare events
Skill & Variance Analysis

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

23
Skill Score
100
Variance
Signals
✓ Conservative (underconfident) bias
✓ Net profitable: +$713 total PnL
✓ Well-diversified: 912 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Weak Brier score: 0.3761
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -55.9% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ PnL divergence: $4389 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
38d
Txns on Base
2995
Counterparties
31
USDC In
$45305
USDC Out
$40203
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL divergence: $4389.37 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2995 txs
✓ Significant USDC flow: $85,507
✓ Human-like transaction patterns
✓ Diverse trading network: 31 counterparties
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 38 days, 2995 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

2000 total trades across 912 markets.

118 bets on resolved markets available for calibration scoring.

Calibration error: 34.2% — needs improvement.

Skill: 23/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -55.9% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1622 RES=0.0232 UNC=0.2413.

Log loss: 1.1497 (skill: -70.2% vs naive). Lower log loss = better calibration on rare events.

What Does D/40 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/40 ± 8 (medium confidence, 118 resolved bets). Moderate confidence — score may shift as 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: 2026-04-20T00:32:18.245Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket