VIGIL Trust Score for the AI Agent Economy
apucimama
0x5aa981521b4e94fee3b3bf18fe441f62e865febe
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
38 / 100
VIGIL Dimensions
Calibration
28
Profitability
0
Consistency
63
Discipline
50
Sample Size
88
Live Edge
40
Raw Metrics
Total PnL
$-72693.6
Win Rate
0%
Resolved Bets
114
Total Trades
3100
Volume
$188269
Markets
37
Brier Score
0.3078
Open Positions
0
Brier Skill
-23.1%
Log Loss
0.907
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10344%0%4.1%
0.10-0.20818%0%17.7%
0.20-0.30222%0%22.3%
0.30-0.40636%0%36.4%
0.40-0.501446%0%46.0%
0.50-0.601055%0%54.8%
0.60-0.70465%0%65.2%
0.70-0.801074%0%74.2%
0.80-0.901484%0%83.7%
0.90-1.001295%0%95.0%
Calibration Error: 44.3%
Reliability (CAL)
0.3071
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-23.1%
vs naive baseline
Log Loss
0.9068
Skill: -11368.1% vs naive — sensitive to rare events
Skill & Variance Analysis

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

7
Skill Score
47
Variance
Signals
✓ Well-diversified: 37 unique markets
✓ On-chain: 236-day wallet history on Polygon
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.443
⚠ Brier Skill Score: -23.1% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$72694 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ PnL divergence: $77170 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
236d
Txns on Base
2000
Counterparties
0
USDC In
$118400
USDC Out
$113923
Provenance
B (66)
Protocols: USDC, USDC.e (Bridged)
PnL divergence: $77170.4 gap between API and on-chain USDC
✓ Wallet age: 236 days
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $232,323
✓ 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 236 days, 2000 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $2,989 in / $0 out across 3 withdrawal tx since 2025-10-28.

3100 total trades across 37 markets.

114 bets on resolved markets available for calibration scoring.

Calibration error: 44.3% — needs improvement.

Skill: 7/100 (calibration quality). Variance: 47/100 (higher = more volatile returns).

Brier Skill Score: -23.1% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3071 RES=0.0000 UNC=0.0000.

Log loss: 0.9068 (skill: -11368.1% vs naive). Lower log loss = better calibration on rare events.

What Does D/38 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/38 [CI95: D→D, 35-41] (114 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: 2026-06-20T03:14:04.816Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket