VIGIL Trust Score for the AI Agent Economy
BayStreetBoys
0xb0f47416ad54915aea513144d7f3a9429b446fa9
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
49 / 100
VIGIL Dimensions
Calibration
43
Profitability
27
Consistency
56
Discipline
87
Sample Size
88
Live Edge
60
Raw Metrics
Total PnL
$-986.09
Win Rate
25%
Resolved Bets
228
Total Trades
2000
Volume
$15058
Markets
215
Brier Score
0.2411
Open Positions
6
Brier Skill
-30.1%
Log Loss
0.680
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10610%0%10.0%
0.10-0.202015%20%4.6%
0.20-0.301825%44%19.0%
0.30-0.403834%11%23.8%
0.40-0.507645%24%21.1%
0.50-0.603053%47%6.3%
0.60-0.702663%23%40.2%
0.70-0.801073%20%53.0%
0.80-0.90280%0%80.0%
0.90-1.00290%0%90.0%
Calibration Error: 22.4%
Reliability (CAL)
0.0716
Lower = better calibrated
Resolution (RES)
0.0158
Higher = stronger opinions
Brier Skill Score
-30.1%
vs naive baseline
Log Loss
0.6799
Skill: -22.0% vs naive — sensitive to rare events
Skill & Variance Analysis

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

36
Skill Score
100
Variance
Signals
✓ Well-diversified: 215 unique markets
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.186
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -30.1% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Net loss: -$986 total PnL
⚠ Low win rate: 25%
⚠ On-chain: possible automated trading (bot score: 30)
On-Chain Verification (Polygon)
Wallet Age
21d
Txns on Base
2080
Counterparties
27
USDC In
$12411
USDC Out
$10848
Provenance
B (66)
Protocols: USDC, USDC.e (Bridged)
PnL verified: $2548.86 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2080 txs
✓ Significant USDC flow: $23,258
✓ Diverse trading network: 27 counterparties
⚠ Young wallet: only 21 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Possible automated trading: 25 burst txs
Reasoning

On-chain verification: wallet age 21 days, 2080 txs, provenance grade B. Bot score: 30/100, wash trading score: 0/100.

2000 total trades across 215 markets.

228 bets on resolved markets available for calibration scoring.

Calibration error: 22.4% — needs improvement.

Skill: 36/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -30.1% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0716 RES=0.0158 UNC=0.1853.

Log loss: 0.6799 (skill: -22.0% vs naive). Lower log loss = better calibration on rare events.

What Does D/49 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/49 ± 3 (high confidence, 228 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: 2026-04-20T00:38:41.737Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket