VIGIL Trust Score for the AI Agent Economy
Farlo97ESP
0x67336ffe235aa9497841ff40864d39c3efb0acb9
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
43 / 100
VIGIL Dimensions
Calibration
3
Profitability
2
Consistency
100
Discipline
95
Sample Size
88
Live Edge
70
Raw Metrics
Total PnL
$-1352.09
Win Rate
2%
Resolved Bets
112
Total Trades
2000
Volume
$7100
Markets
104
Brier Score
0.2544
Open Positions
100
Brier Skill
-999.0%
Log Loss
0.722
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1045%0%5.2%
0.10-0.20220%0%20.0%
0.20-0.301027%0%26.6%
0.30-0.40637%0%37.1%
0.40-0.503046%0%45.5%
0.50-0.604254%0%53.5%
0.60-0.701465%14%50.4%
0.70-0.80277%0%77.0%
0.90-1.00297%0%97.0%
Calibration Error: 46.6%
Reliability (CAL)
0.2367
Lower = better calibrated
Resolution (RES)
0.0022
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
0.7220
Skill: -706.0% vs naive — sensitive to rare events
Skill & Variance Analysis

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

5
Skill Score
54
Variance
Signals
✓ Well-diversified: 104 unique markets
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.466
⚠ Brier Skill Score: -1350.8% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Net loss: -$1352 total PnL
⚠ Low win rate: 2%
⚠ PnL divergence: $1781 gap between API and on-chain USDC flows
⚠ On-chain: bot-like trading patterns detected (bot score: 100)
On-Chain Verification (Polygon)
Wallet Age
8d
Txns on Base
2223
Counterparties
31
USDC In
$3426
USDC Out
$2998
Provenance
C (58)
Protocols: USDC.e (Bridged)
PnL divergence: $1780.57 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2223 txs
✓ Diverse trading network: 31 counterparties
⚠ Young wallet: only 8 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Bot-like behavior detected: 169 burst txs, median interval 4s
Reasoning

On-chain verification: wallet age 8 days, 2223 txs, provenance grade C. Bot score: 100/100, wash trading score: 0/100.

2000 total trades across 104 markets.

112 bets on resolved markets available for calibration scoring.

Calibration error: 46.6% — needs improvement.

Skill: 5/100 (calibration quality). Variance: 54/100 (higher = more volatile returns).

Brier Skill Score: -1350.8% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2367 RES=0.0022 UNC=0.0175.

Log loss: 0.7220 (skill: -706.0% vs naive). Lower log loss = better calibration on rare events.

What Does D/43 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/43 ± 8 (medium confidence, 112 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: 2026-04-20T00:34:36.354Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket