VIGIL Trust Score for the AI Agent Economy
Trader 0x9f6a59...
0x9f6a59809fac0c1c16ad10636a4d32fd3c39ff40
Polymarket Trader
DANGER
High probability of further losses.
F
34 / 100
VIGIL Dimensions
Calibration
0
Profitability
0
Consistency
91
Discipline
91
Sample Size
100
Live Edge
4
Raw Metrics
Total PnL
$-27744.08
Win Rate
1%
Resolved Bets
994
Total Trades
2000
Volume
$32726
Markets
1923
Brier Score
0.3073
Open Positions
6
Brier Skill
-999.0%
Log Loss
0.882
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10283%14%10.8%
0.10-0.202416%0%15.7%
0.20-0.304626%0%25.7%
0.30-0.4012435%0%35.0%
0.40-0.5021045%0%44.9%
0.50-0.6026254%0%54.5%
0.60-0.7016064%0%64.1%
0.70-0.806674%0%74.3%
0.80-0.903085%0%84.7%
0.90-1.004496%5%91.3%
Calibration Error: 51.9%
Reliability (CAL)
0.3012
Lower = better calibrated
Resolution (RES)
0.0006
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
0.8821
Skill: -2292.9% vs naive — sensitive to rare events
Skill & Variance Analysis

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

0
Skill Score
9
Variance
Signals
✓ Well-diversified: 1923 unique markets
⚠ Overconfidence bias: 0.513
⚠ Brier Skill Score: -5022.2% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Weak live edge: open positions mostly underwater
⚠ Net loss: -$27744 total PnL
⚠ Low win rate: 1%
⚠ PnL divergence: $29462 gap between API and on-chain USDC flows
⚠ On-chain: possible automated trading (bot score: 30)
⚠ On-chain: wash trading signal — 100% of txs with single counterparty
On-Chain Verification (Polygon)
Wallet Age
26d
Txns on Base
3000
Counterparties
3
USDC In
$32330
USDC Out
$30612
Provenance
C (56)
Protocols: USDC.e (Bridged), Polymarket Neg Risk Adapter
PnL divergence: $29462.3 gap between API and on-chain USDC
✓ Heavy on-chain activity: 3000 txs
✓ Significant USDC flow: $62,942
⚠ Young wallet: only 26 days old
⚠ Possible automated trading: 0 burst txs
⚠ Wash trading signal: 100% of txs with single counterparty
Reasoning

On-chain verification: wallet age 26 days, 3000 txs, provenance grade C. Bot score: 30/100, wash trading score: 80/100.

2000 total trades across 1923 markets.

994 bets on resolved markets available for calibration scoring.

Calibration error: 51.9% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 9/100 (higher = more volatile returns).

Brier Skill Score: -5022.2% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3012 RES=0.0006 UNC=0.0060.

Log loss: 0.8821 (skill: -2292.9% vs naive). Lower log loss = better calibration on rare events.

What Does F/34 Mean?

No demonstrated forecasting skill. This trader performs at or below random chance based on available data.

Confidence: F/34 ± 3 (high confidence, 994 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: 2026-04-20T00:35:29.511Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket