VIGIL Trust Score for the AI Agent Economy
wakotv
0xe5a328dbda2221131f1ce816ece1e50f37471050
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
43 / 100
VIGIL Dimensions
Calibration
63
Profitability
40
Consistency
13
Discipline
50
Sample Size
40
Live Edge
40
Raw Metrics
Total PnL
$0
Win Rate
0%
Resolved Bets
22
Total Trades
721
Volume
$2752
Markets
215
Brier Score
0.1792
Open Positions
0
Brier Skill
28.3%
Log Loss
0.529
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1023%0%2.5%
0.10-0.20117%0%17.2%
0.20-0.30326%0%25.6%
0.30-0.40535%0%34.7%
0.40-0.50545%0%45.1%
0.50-0.60455%0%54.8%
0.60-0.70161%0%61.2%
0.70-0.80171%0%71.0%
Calibration Error: 38.6%
Reliability (CAL)
0.1784
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
28.3%
vs naive baseline
Log Loss
0.5291
Skill: -6591.9% vs naive — sensitive to rare events
Timeliness
34/100
Avg 12d before resolution, 55% early mover
Skill & Variance Analysis

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

14
Skill Score
25
Variance
Signals
✓ Strong Brier score: 0.1792
✓ Brier Skill Score: 28.3% better than naive baseline
✓ Well-diversified: 215 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.386
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
20d
Txns on Base
1560
Counterparties
0
USDC In
$3167
USDC Out
$3128
Provenance
C (43)
Protocols: USDC.e (Bridged)
✓ Heavy on-chain activity: 1560 txs
✓ Human-like transaction patterns
⚠ Young wallet: only 20 days old
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 20 days, 1560 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

721 total trades across 215 markets.

22 bets on resolved markets available for calibration scoring.

Calibration error: 38.6% — needs improvement.

Skill: 14/100 (calibration quality). Variance: 25/100 (higher = more volatile returns).

Brier Skill Score: 28.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1784 RES=0.0000 UNC=0.0000.

Log loss: 0.5291 (skill: -6591.9% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 11.8 days before resolution, 55% early mover.

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 ± 15 (low confidence, 22 resolved bets). Low confidence — take this score with a grain of salt until 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: 2026-04-20T00:36:33.606Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket