VIGIL Trust Score for the AI Agent Economy
Trader 0xca20c5...
0xca20c5b6c8a29c92c57f618d378011a143ea7b68
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
45 / 100
VIGIL Dimensions
Calibration
55
Profitability
18
Consistency
0
Discipline
93
Sample Size
100
Live Edge
42
Raw Metrics
Total PnL
$-470.27
Win Rate
33%
Resolved Bets
264
Total Trades
2000
Volume
$4233
Markets
248
Brier Score
0.2426
Open Positions
48
Brier Skill
-10.5%
Log Loss
0.679
Calibration Analysis

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

BucketBetsExpectedActualError
0.10-0.202016%10%6.3%
0.20-0.303625%22%3.2%
0.30-0.402835%50%14.6%
0.40-0.509045%33%11.6%
0.50-0.604854%38%17.0%
0.60-0.703463%35%27.3%
0.70-0.80476%50%25.9%
0.80-0.90484%0%84.0%
Calibration Error: 14.7%
Reliability (CAL)
0.0337
Lower = better calibrated
Resolution (RES)
0.0112
Higher = stronger opinions
Brier Skill Score
-10.5%
vs naive baseline
Log Loss
0.6793
Skill: -7.6% vs naive — sensitive to rare events
Skill & Variance Analysis

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

44
Skill Score
100
Variance
Signals
✓ Well-diversified: 248 unique markets
✓ On-chain: multi-protocol user (USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter)
⚠ Overconfidence bias: 0.116
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -10.5% — performing worse than naive baseline
⚠ Net loss: -$470 total PnL
⚠ Low win rate: 33%
⚠ PnL divergence: $905 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
42d
Txns on Base
2987
Counterparties
4
USDC In
$5834
USDC Out
$5399
Provenance
B (65)
Protocols: USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter
PnL divergence: $904.84 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2987 txs
✓ Significant USDC flow: $11,233
⚠ Bot-like behavior detected: 63 burst txs, median interval 6s
⚠ Wash trading signal: 98% of txs with single counterparty
Reasoning

On-chain verification: wallet age 42 days, 2987 txs, provenance grade B. Bot score: 60/100, wash trading score: 80/100.

2000 total trades across 248 markets.

264 bets on resolved markets available for calibration scoring.

Calibration error: 14.7% — good.

Skill: 44/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -10.5% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0337 RES=0.0112 UNC=0.2196.

Log loss: 0.6793 (skill: -7.6% vs naive). Lower log loss = better calibration on rare events.

What Does D/45 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/45 ± 3 (high confidence, 264 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: 2026-04-20T00:33:07.115Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket