VIGIL Trust Score for the AI Agent Economy
xuanxuan008
0xcfb103c37c0234f524c632d964ed31f117b5f694
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
35 / 100
VIGIL Dimensions
Calibration
27
Profitability
0
Consistency
69
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-56037.6
Win Rate
0%
Resolved Bets
1000
Total Trades
3100
Volume
$63065
Markets
260
Brier Score
0.2823
Open Positions
0
Brier Skill
-12.9%
Log Loss
0.780
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10325%0%4.9%
0.10-0.207415%0%15.3%
0.20-0.3013025%0%25.0%
0.30-0.4015835%0%35.3%
0.40-0.5010645%0%44.7%
0.50-0.6016655%0%54.9%
0.60-0.7015065%0%65.2%
0.70-0.8011075%0%74.5%
0.80-0.906286%0%85.5%
0.90-1.001293%0%93.0%
Calibration Error: 48.4%
Reliability (CAL)
0.2814
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-12.9%
vs naive baseline
Log Loss
0.7797
Skill: -9760.4% vs naive — sensitive to rare events
Skill & Variance Analysis

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

2
Skill Score
34
Variance
Signals
✓ Well-diversified: 260 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: $41,284 total USDC.e received from Polymarket contracts across 355 tx (Polygon)
⚠ Overconfidence bias: 0.484
⚠ Brier Skill Score: -12.9% — 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: -$56038 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ PnL divergence: $57483 gap between API and on-chain USDC flows
⚠ On-chain: wash trading signal — 100% of txs with single counterparty
On-Chain Verification (Polygon)
Wallet Age
74d
Txns on Base
2986
Counterparties
2
USDC In
$42541
USDC Out
$41095
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL divergence: $57483.37 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2986 txs
✓ Significant USDC flow: $83,636
✓ Human-like transaction patterns
⚠ Limited counterparties: only 2 unique addresses
⚠ Receive-only wallet: never sent a transaction
⚠ Wash trading signal: 100% of txs with single counterparty
Reasoning

On-chain verification: wallet age 74 days, 2986 txs, provenance grade C. Bot score: 0/100, wash trading score: 80/100.

Polymarket on-chain coverage: $41,284 in / $0 out across 355 withdrawal tx since 2026-04-06.

3100 total trades across 260 markets.

1000 bets on resolved markets available for calibration scoring.

Calibration error: 48.4% — needs improvement.

Skill: 2/100 (calibration quality). Variance: 34/100 (higher = more volatile returns).

Brier Skill Score: -12.9% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2814 RES=0.0000 UNC=0.0000.

Log loss: 0.7797 (skill: -9760.4% vs naive). Lower log loss = better calibration on rare events.

What Does D/35 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/35 [CI95: F→D, 34-36] (1000 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: 2026-06-20T03:16:39.717Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket