VIGIL Trust Score for the AI Agent Economy
Trader 0xb2ee70...
0xb2ee708c538529d7c21b080ae4fc7c6df51caeb1
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
42 / 100
VIGIL Dimensions
Calibration
0
Profitability
0
Consistency
77
Discipline
87
Sample Size
100
Live Edge
58
Raw Metrics
Total PnL
$-702.99
Win Rate
2%
Resolved Bets
338
Total Trades
2275
Volume
$2816
Markets
347
Brier Score
0.6608
Open Positions
12
Brier Skill
-999.0%
Log Loss
2.203
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1057%0%7.3%
0.10-0.20417%0%17.1%
0.20-0.30527%0%27.1%
0.30-0.40833%0%33.1%
0.40-0.501345%8%37.8%
0.50-0.603154%3%51.2%
0.60-0.703165%3%61.8%
0.70-0.803875%3%72.7%
0.80-0.904486%2%83.9%
0.90-1.0015996%1%94.5%
Calibration Error: 76.8%
Reliability (CAL)
0.6396
Lower = better calibrated
Resolution (RES)
0.0002
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
2.2032
Skill: -2085.9% vs naive — sensitive to rare events
Signals
✓ Well-diversified: 347 unique markets
⚠ Weak Brier score: 0.6608
⚠ Overconfidence bias: 0.768
⚠ Brier Skill Score: -3158.0% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$703 total PnL
⚠ Low win rate: 2%
⚠ On-chain: wallet only 1 days old on Polygon
⚠ PnL divergence: $911 gap between API and on-chain USDC flows
⚠ On-chain: bot-like trading patterns detected (bot score: 60)
⚠ On-chain: wash trading signal — 98% of txs with single counterparty
On-Chain Verification (Polygon)
Wallet Age
1d
Txns on Base
2234
Counterparties
3
USDC In
$2546
USDC Out
$2338
Provenance
C (46)
Protocols: USDC.e (Bridged), Polymarket Neg Risk Adapter
PnL divergence: $911.2 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2234 txs
⚠ Very new wallet: 1 days old — possible sybil
⚠ Bot-like behavior detected: 46 burst txs, median interval 8s
⚠ Wash trading signal: 98% of txs with single counterparty
Reasoning

On-chain verification: wallet age 1 days, 2234 txs, provenance grade C. Bot score: 60/100, wash trading score: 80/100.

2275 total trades across 347 markets.

338 bets on resolved markets available for calibration scoring.

Calibration error: 76.8% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 30/100 (higher = more volatile returns).

Brier Skill Score: -3158.0% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.6396 RES=0.0002 UNC=0.0203.

Log loss: 2.2032 (skill: -2085.9% 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 ± 3 (high confidence, 338 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: 2026-04-20T02:05:41.024Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket