VIGIL Trust Score for the AI Agent Economy
BillBenter2026
0x84ad9c5c547a82ec9a08547b94bd922446e5bfb7
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
46 / 100
VIGIL Dimensions
Calibration
16
Profitability
0
Consistency
100
Discipline
96
Sample Size
100
Live Edge
61
Raw Metrics
Total PnL
$-1323933.57
Win Rate
0%
Resolved Bets
968
Total Trades
3100
Volume
$49781
Markets
52
Brier Score
0.1338
Open Positions
32
Brier Skill
-999.0%
Log Loss
0.434
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.101368%0%7.8%
0.10-0.2020815%0%14.7%
0.20-0.3026625%0%25.2%
0.30-0.4012234%0%34.1%
0.40-0.505645%0%44.6%
0.50-0.606655%0%54.9%
0.60-0.705265%4%61.2%
0.70-0.803875%0%75.1%
0.80-0.901684%0%83.8%
0.90-1.00895%0%94.7%
Calibration Error: 30.2%
Reliability (CAL)
0.1309
Lower = better calibrated
Resolution (RES)
0.0001
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
0.4341
Skill: -2825.9% vs naive — sensitive to rare events
Skill & Variance Analysis

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

24
Skill Score
12
Variance
Signals
✓ Strong Brier score: 0.1338
✓ Well-diversified: 52 unique markets
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.302
⚠ Brier Skill Score: -6387.1% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Net loss: -$1323934 total PnL
⚠ Low win rate: 0%
⚠ PnL divergence: $1409585 gap between API and on-chain USDC flows
⚠ On-chain: bot-like trading patterns detected (bot score: 100)
On-Chain Verification (Polygon)
Wallet Age
69d
Txns on Base
2823
Counterparties
58
USDC In
$100000
USDC Out
$14349
Provenance
B (73)
Protocols: USDC.e (Bridged)
PnL divergence: $1409584.97 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2823 txs
✓ Diverse counterparties: 58 unique addresses
✓ Significant USDC flow: $114,349
✓ Diverse trading network: 58 counterparties
⚠ Receive-only wallet: never sent a transaction
⚠ Bot-like behavior detected: 602 burst txs, median interval 2s
Reasoning

On-chain verification: wallet age 69 days, 2823 txs, provenance grade B. Bot score: 100/100, wash trading score: 0/100.

Polymarket on-chain coverage: $0 in / $0 out across 0 withdrawal tx since never.

3100 total trades across 52 markets.

968 bets on resolved markets available for calibration scoring.

Calibration error: 30.2% — needs improvement.

Skill: 24/100 (calibration quality). Variance: 12/100 (higher = more volatile returns).

Brier Skill Score: -6387.1% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1309 RES=0.0001 UNC=0.0021.

Log loss: 0.4341 (skill: -2825.9% vs naive). Lower log loss = better calibration on rare events.

What Does D/46 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/46 [CI95: D→D, 45-47] (968 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: 2026-06-15T16:27:11.315Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket