VIGIL Trust Score for the AI Agent Economy
sixx7
0xee55214ee3a9ee22a404663c76ca832577df7b04
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
43 / 100
VIGIL Dimensions
Calibration
25
Profitability
0
Consistency
77
Discipline
91
Sample Size
100
Live Edge
53
Raw Metrics
Total PnL
$-9302.33
Win Rate
0%
Resolved Bets
992
Total Trades
3100
Volume
$12414
Markets
304
Brier Score
0.2906
Open Positions
8
Brier Skill
-16.2%
Log Loss
0.810
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10188%0%8.3%
0.10-0.205016%0%15.6%
0.20-0.3011225%0%25.4%
0.30-0.4016835%0%35.1%
0.40-0.5016645%0%44.5%
0.50-0.6014855%0%54.9%
0.60-0.7013465%0%65.0%
0.70-0.8012075%0%74.5%
0.80-0.905684%0%84.2%
0.90-1.002094%0%94.2%
Calibration Error: 49.8%
Reliability (CAL)
0.2898
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-16.2%
vs naive baseline
Log Loss
0.8099
Skill: -10142.2% vs naive — sensitive to rare events
Skill & Variance Analysis

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

0
Skill Score
16
Variance
Signals
✓ Well-diversified: 304 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.498
⚠ Brier Skill Score: -16.2% — 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: -$9302 total PnL
⚠ Low win rate: 0%
⚠ PnL divergence: $14060 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
86d
Txns on Base
3000
Counterparties
7
USDC In
$15246
USDC Out
$10489
Provenance
C (58)
Protocols: USDC.e (Bridged)
PnL divergence: $14060 gap between API and on-chain USDC
✓ Heavy on-chain activity: 3000 txs
✓ Significant USDC flow: $25,735
✓ Human-like transaction patterns
⚠ Receive-only wallet: never sent a transaction
⚠ Counterparty concentration: 99% with top address
Reasoning

On-chain verification: wallet age 86 days, 3000 txs, provenance grade C. Bot score: 0/100, wash trading score: 50/100.

Polymarket on-chain coverage: $9,846 in / $0 out across 18 withdrawal tx since 2026-03-27.

3100 total trades across 304 markets.

992 bets on resolved markets available for calibration scoring.

Calibration error: 49.8% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 16/100 (higher = more volatile returns).

Brier Skill Score: -16.2% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2898 RES=0.0000 UNC=0.0000.

Log loss: 0.8099 (skill: -10142.2% 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 [CI95: D→D, 42-44] (992 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: 2026-06-21T18:22:40.634Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket