VIGIL Trust Score for the AI Agent Economy
whatawomen
0xb1577435f3c6a21002cc143cde361d0e26a0ebd5
Polymarket Trader
DANGER
High probability of further losses.
F
0 / 100
VIGIL Dimensions
Calibration
24
Profitability
40
Consistency
0
Discipline
50
Sample Size
60
Live Edge
40
Raw Metrics
Total PnL
$0.01
Win Rate
42%
Resolved Bets
38
Total Trades
48
Volume
$237
Markets
47
Brier Score
0.3706
Open Positions
0
Brier Skill
-52.0%
Log Loss
1.727
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10351%40%39.0%
0.60-0.70160%0%60.0%
0.90-1.00299%100%1.0%
Calibration Error: 37.5%
Reliability (CAL)
0.1496
Lower = better calibrated
Resolution (RES)
0.0227
Higher = stronger opinions
Brier Skill Score
-52.0%
vs naive baseline
Log Loss
1.7268
Skill: -153.7% vs naive — sensitive to rare events
Timeliness
13/100
Avg 9d before resolution, 12% early mover
Skill & Variance Analysis

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

19
Skill Score
17
Variance
Signals
✓ Conservative (underconfident) bias
✓ Net profitable: +$0 total PnL
✓ Well-diversified: 47 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Weak Brier score: 0.3706
⚠ Brier Skill Score: -52.0% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Penny-lottery strategy: 92% of bets at sub-$0.10 — score penalized by 30 pts
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
43d
Txns on Base
2381
Counterparties
30
USDC In
$4774
USDC Out
$4745
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL verified: $28.58 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2381 txs
✓ Human-like transaction patterns
✓ Diverse trading network: 30 counterparties
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 43 days, 2381 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

48 total trades across 47 markets.

38 bets on resolved markets available for calibration scoring.

Calibration error: 37.5% — needs improvement.

Skill: 19/100 (calibration quality). Variance: 17/100 (higher = more volatile returns).

Brier Skill Score: -52.0% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1496 RES=0.0227 UNC=0.2438.

Log loss: 1.7268 (skill: -153.7% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 8.8 days before resolution, 12% early mover.

What Does F/0 Mean?

No demonstrated forecasting skill. This trader performs at or below random chance based on available data.

Confidence: F/0 ± 15 (low confidence, 38 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: 2026-04-20T01:45:18.722Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket