VIGIL Trust Score for the AI Agent Economy
Pungent-Wick
0xfdbcdfc44661219c65825d7237b0f85768ab4f0a
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
47 / 100
VIGIL Dimensions
Calibration
6
Profitability
38
Consistency
61
Discipline
75
Sample Size
100
Live Edge
84
Raw Metrics
Total PnL
$-62.74
Win Rate
0%
Resolved Bets
495
Total Trades
2807
Volume
$7408
Markets
977
Brier Score
0.454
Open Positions
2
Brier Skill
-81.6%
Log Loss
1.300
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1045%0%5.1%
0.10-0.20815%0%15.3%
0.20-0.301326%0%26.5%
0.30-0.404235%0%35.2%
0.40-0.506446%0%46.0%
0.50-0.606655%0%55.2%
0.60-0.708965%0%64.7%
0.70-0.808875%0%74.7%
0.80-0.906585%0%85.1%
0.90-1.005695%0%95.3%
Calibration Error: 64.2%
Reliability (CAL)
0.4532
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-81.6%
vs naive baseline
Log Loss
1.3004
Skill: -16345.3% vs naive — sensitive to rare events
Timeliness
4/100
Avg 4d before resolution, 0% early mover
Signals
✓ Well-diversified: 977 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.454
⚠ Overconfidence bias: 0.642
⚠ Brier Skill Score: -81.6% — 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
⚠ Low win rate: 0%
⚠ On-chain: wash trading signal — 86% of txs with single counterparty
On-Chain Verification (Polygon)
Wallet Age
18d
Txns on Base
2291
Counterparties
4
USDC In
$5910
USDC Out
$5531
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL verified: $441.94 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2291 txs
✓ Significant USDC flow: $11,442
✓ Human-like transaction patterns
⚠ Young wallet: only 18 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Wash trading signal: 86% of txs with single counterparty
Reasoning

On-chain verification: wallet age 18 days, 2291 txs, provenance grade C. Bot score: 0/100, wash trading score: 80/100.

2807 total trades across 977 markets.

495 bets on resolved markets available for calibration scoring.

Calibration error: 64.2% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 22/100 (higher = more volatile returns).

Brier Skill Score: -81.6% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4532 RES=0.0000 UNC=0.0000.

Log loss: 1.3004 (skill: -16345.3% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 4.2 days before resolution, 0% early mover.

What Does D/47 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/47 ± 3 (high confidence, 495 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: 2026-04-20T01:48:55.207Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket