VIGIL Trust Score for the AI Agent Economy
Trader 0xcc4ec7...
0xcc4ec767fc7c8f9ba9e4e8e47862e54fee64c150
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
37 / 100
VIGIL Dimensions
Calibration
8
Profitability
31
Consistency
45
Discipline
95
Sample Size
60
Live Edge
35
Raw Metrics
Total PnL
$-320.01
Win Rate
8%
Resolved Bets
26
Total Trades
1619
Volume
$7377
Markets
294
Brier Score
0.2018
Open Positions
24
Brier Skill
-184.2%
Log Loss
0.588
Calibration Analysis

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

BucketBetsExpectedActualError
0.20-0.30524%0%23.8%
0.30-0.40636%0%36.1%
0.40-0.50447%0%46.5%
0.50-0.60655%0%54.9%
0.60-0.70264%0%64.2%
0.70-0.80274%50%23.5%
0.80-0.90185%100%15.0%
Calibration Error: 40.1%
Reliability (CAL)
0.1808
Lower = better calibrated
Resolution (RES)
0.0518
Higher = stronger opinions
Brier Skill Score
-184.2%
vs naive baseline
Log Loss
0.5883
Skill: -116.9% vs naive — sensitive to rare events
Timeliness
11/100
Avg 7d before resolution, 8% early mover
Skill & Variance Analysis

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

20
Skill Score
25
Variance
Signals
✓ Strong resolution/discrimination: forecasts meaningfully diverge from base rate
✓ Well-diversified: 294 unique markets
✓ On-chain: 898-day wallet history on Polygon
✓ On-chain: multi-protocol user (USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter)
⚠ Overconfidence bias: 0.389
⚠ Brier Skill Score: -184.2% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$320 total PnL
⚠ Low win rate: 8%
⚠ PnL divergence: $2189 gap between API and on-chain USDC flows
⚠ On-chain: possible automated trading (bot score: 30)
On-Chain Verification (Polygon)
Wallet Age
898d
Txns on Base
2356
Counterparties
7
USDC In
$9958
USDC Out
$8089
Provenance
A (80)
Protocols: USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter
PnL divergence: $2189.34 gap between API and on-chain USDC
✓ Wallet age: 898 days (mature)
✓ Heavy on-chain activity: 2356 txs
✓ Significant USDC flow: $18,048
⚠ Possible automated trading: 171 burst txs
⚠ Counterparty concentration: 94% with top address
Reasoning

On-chain verification: wallet age 898 days, 2356 txs, provenance grade A. Bot score: 30/100, wash trading score: 50/100.

1619 total trades across 294 markets.

26 bets on resolved markets available for calibration scoring.

Calibration error: 40.1% — needs improvement.

Skill: 20/100 (calibration quality). Variance: 25/100 (higher = more volatile returns).

Brier Skill Score: -184.2% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1808 RES=0.0518 UNC=0.0710.

Log loss: 0.5883 (skill: -116.9% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 7.4 days before resolution, 8% early mover.

What Does D/37 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/37 ± 15 (low confidence, 26 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: 2026-04-20T01:41:12.527Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket