VIGIL Trust Score for the AI Agent Economy
Bonereaper
0xeebde7a0e019a63e6b476eb425505b7b3e6eba30
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
44 / 100
VIGIL Dimensions
Calibration
41
Profitability
33
Consistency
0
Discipline
81
Sample Size
88
Live Edge
51
Raw Metrics
Total PnL
$-1430.34
Win Rate
44%
Resolved Bets
242
Total Trades
2000
Volume
$43598
Markets
70
Brier Score
0.3296
Open Positions
18
Brier Skill
-33.9%
Log Loss
1.036
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10323%69%65.7%
0.10-0.201815%11%4.2%
0.20-0.304025%40%15.1%
0.30-0.404435%36%1.3%
0.40-0.502244%45%1.1%
0.50-0.60654%67%12.3%
0.60-0.701665%25%40.3%
0.70-0.803076%47%29.2%
0.80-0.901284%33%50.9%
0.90-1.002296%64%32.5%
Calibration Error: 23.9%
Reliability (CAL)
0.1052
Lower = better calibrated
Resolution (RES)
0.0253
Higher = stronger opinions
Brier Skill Score
-33.9%
vs naive baseline
Log Loss
1.0355
Skill: -51.1% vs naive — sensitive to rare events
Skill & Variance Analysis

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

35
Skill Score
100
Variance
Signals
✓ Well-diversified: 70 unique markets
✓ On-chain: human-like trading patterns
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -33.9% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$1430 total PnL
⚠ PnL divergence: $25515 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
25d
Txns on Base
2000
Counterparties
0
USDC In
$67701
USDC Out
$43616
Provenance
C (48)
Protocols: USDC.e (Bridged)
PnL divergence: $25515.12 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $111,317
✓ Human-like transaction patterns
⚠ Young wallet: only 25 days old
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 25 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

2000 total trades across 70 markets.

242 bets on resolved markets available for calibration scoring.

Calibration error: 23.9% — needs improvement.

Skill: 35/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -33.9% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1052 RES=0.0253 UNC=0.2462.

Log loss: 1.0355 (skill: -51.1% vs naive). Lower log loss = better calibration on rare events.

What Does D/44 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/44 ± 3 (high confidence, 242 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: 2026-04-20T01:41:32.499Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket