VIGIL Trust Score for the AI Agent Economy
Theo4
0x56687bf447db6ffa42ffe2204a05edaa20f55839
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
37 / 100
VIGIL Dimensions
Calibration
0
Profitability
40
Consistency
100
Discipline
21
Sample Size
40
Live Edge
40
Raw Metrics
Total PnL
$0
Win Rate
93%
Resolved Bets
14
Total Trades
803
Volume
$11166538
Markets
14
Brier Score
0.3714
Open Positions
0
Brier Skill
-460.0%
Log Loss
1.083
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1025%100%94.6%
0.30-0.40437%100%63.4%
0.40-0.50445%75%30.4%
0.50-0.60256%100%43.8%
0.60-0.70261%100%39.0%
Calibration Error: 52.2%
Reliability (CAL)
0.3185
Lower = better calibrated
Resolution (RES)
0.0128
Higher = stronger opinions
Brier Skill Score
-460.0%
vs naive baseline
Log Loss
1.0825
Skill: -320.7% vs naive — sensitive to rare events
Timeliness
100/100
Avg 548d before resolution, 100% early mover
Skill & Variance Analysis

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

2
Skill Score
34
Variance
Signals
✓ Conservative (underconfident) bias
✓ Early mover: avg 548 days before resolution
✓ Strong win rate: 93%
✓ On-chain: 553-day wallet history on Polygon
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.3714
⚠ Brier Skill Score: -460.0% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
553d
Txns on Base
2000
Counterparties
0
USDC In
$4074613
USDC Out
$3246705
Provenance
B (71)
Protocols: USDC, USDC.e (Bridged)
✓ Wallet age: 553 days (mature)
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $7,321,318
✓ 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 553 days, 2000 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $0 in / $0 out across 0 withdrawal tx since never.

803 total trades across 14 markets.

14 bets on resolved markets available for calibration scoring.

Calibration error: 52.2% — needs improvement.

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

Brier Skill Score: -460.0% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3185 RES=0.0128 UNC=0.0663.

Log loss: 1.0825 (skill: -320.7% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 547.6 days before resolution, 100% early mover.

What Does D/37 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/37 ± 25 (very_low confidence, 14 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: 2026-04-21T05:25:07.687Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket