VIGIL Trust Score for the AI Agent Economy
Trader 0x73c729...
0x73c72947cd58a2d2634d6e83670270381408c21c
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
42 / 100
VIGIL Dimensions
Calibration
17
Profitability
36
Consistency
72
Discipline
50
Sample Size
60
Live Edge
40
Raw Metrics
Total PnL
$-73.78
Win Rate
22%
Resolved Bets
36
Total Trades
1389
Volume
$4165
Markets
643
Brier Score
0.2885
Open Positions
0
Brier Skill
-66.9%
Log Loss
0.863
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1022%100%98.0%
0.30-0.40236%0%36.0%
0.40-0.501448%14%33.6%
0.50-0.601254%17%37.2%
0.60-0.70468%0%67.5%
0.90-1.00296%100%4.0%
Calibration Error: 40.6%
Reliability (CAL)
0.2012
Lower = better calibrated
Resolution (RES)
0.0789
Higher = stronger opinions
Brier Skill Score
-66.9%
vs naive baseline
Log Loss
0.8632
Skill: -63.0% vs naive — sensitive to rare events
Skill & Variance Analysis

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

24
Skill Score
26
Variance
Signals
✓ Strong resolution/discrimination: forecasts meaningfully diverge from base rate
✓ Well-diversified: 643 unique markets
✓ On-chain: multi-protocol user (USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter)
⚠ Overconfidence bias: 0.293
⚠ Brier Skill Score: -66.9% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Low win rate: 22%
⚠ Concentrated portfolio: 100% in single market
⚠ On-chain: possible automated trading (bot score: 40)
On-Chain Verification (Polygon)
Wallet Age
11d
Txns on Base
3000
Counterparties
5
USDC In
$4617
USDC Out
$3950
Provenance
C (55)
Protocols: USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter
PnL verified: $741.14 gap between API and on-chain USDC
✓ Heavy on-chain activity: 3000 txs
⚠ Young wallet: only 11 days old
⚠ Possible automated trading: 52 burst txs
⚠ Counterparty concentration: 99% with top address
Reasoning

On-chain verification: wallet age 11 days, 3000 txs, provenance grade C. Bot score: 40/100, wash trading score: 50/100.

1389 total trades across 643 markets.

36 bets on resolved markets available for calibration scoring.

Calibration error: 40.6% — needs improvement.

Skill: 24/100 (calibration quality). Variance: 26/100 (higher = more volatile returns).

Brier Skill Score: -66.9% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2012 RES=0.0789 UNC=0.1728.

Log loss: 0.8632 (skill: -63.0% vs naive). Lower log loss = better calibration on rare events.

What Does D/42 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/42 ± 15 (low confidence, 36 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: 2026-04-20T00:38:22.375Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket