VIGIL Trust Score for the AI Agent Economy
Trader 0x20d230...
0x20d2309cd92b797ae7ca175ed828ed8a27fbe29d
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
36 / 100
VIGIL Dimensions
Calibration
5
Profitability
40
Consistency
23
Discipline
97
Sample Size
40
Live Edge
50
Raw Metrics
Total PnL
$1.09
Win Rate
15%
Resolved Bets
20
Total Trades
2000
Volume
$30142
Markets
185
Brier Score
0.2902
Open Positions
32
Brier Skill
-127.6%
Log Loss
0.803
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1015%0%5.0%
0.10-0.20216%0%15.7%
0.20-0.30226%0%25.9%
0.30-0.40136%0%36.5%
0.40-0.50345%0%45.1%
0.50-0.60353%33%19.7%
0.60-0.70263%100%37.5%
0.70-0.80276%0%76.5%
0.80-0.90483%0%82.6%
Calibration Error: 43.9%
Reliability (CAL)
0.2613
Lower = better calibrated
Resolution (RES)
0.0942
Higher = stronger opinions
Brier Skill Score
-127.6%
vs naive baseline
Log Loss
0.8027
Skill: -89.9% vs naive — sensitive to rare events
Skill & Variance Analysis

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

22
Skill Score
25
Variance
Signals
✓ Strong resolution/discrimination: forecasts meaningfully diverge from base rate
✓ Net profitable: +$1 total PnL
✓ Well-diversified: 185 unique markets
⚠ Overconfidence bias: 0.364
⚠ Brier Skill Score: -127.6% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Low win rate: 15%
⚠ On-chain: bot-like trading patterns detected (bot score: 80)
⚠ On-chain: wash trading signal — 99% of txs with single counterparty
On-Chain Verification (Polygon)
Wallet Age
25d
Txns on Base
2997
Counterparties
4
USDC In
$45482
USDC Out
$43588
Provenance
C (56)
Protocols: USDC.e (Bridged), Polymarket Neg Risk Adapter
PnL verified: $1892.66 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2997 txs
✓ Significant USDC flow: $89,070
⚠ Young wallet: only 25 days old
⚠ Bot-like behavior detected: 212 burst txs, median interval 8s
⚠ Wash trading signal: 99% of txs with single counterparty
Reasoning

On-chain verification: wallet age 25 days, 2997 txs, provenance grade C. Bot score: 80/100, wash trading score: 80/100.

2000 total trades across 185 markets.

20 bets on resolved markets available for calibration scoring.

Calibration error: 43.9% — needs improvement.

Skill: 22/100 (calibration quality). Variance: 25/100 (higher = more volatile returns).

Brier Skill Score: -127.6% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2613 RES=0.0942 UNC=0.1275.

Log loss: 0.8027 (skill: -89.9% vs naive). Lower log loss = better calibration on rare events.

What Does D/36 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/36 ± 15 (low confidence, 20 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: 2026-04-20T01:42:35.729Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket