VIGIL Trust Score for the AI Agent Economy
mr-sarkozy
0x7d0caf83488431bb760f204d52bdf5246e2fa3b7
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
42 / 100
VIGIL Dimensions
Calibration
33
Profitability
43
Consistency
15
Discipline
100
Sample Size
60
Live Edge
61
Raw Metrics
Total PnL
$2167.97
Win Rate
57%
Resolved Bets
28
Total Trades
2000
Volume
$132640
Markets
1090
Brier Score
0.3345
Open Positions
604
Brier Skill
-36.6%
Log Loss
0.874
Calibration Analysis

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

BucketBetsExpectedActualError
0.20-0.30428%100%72.0%
0.30-0.40634%67%32.7%
0.40-0.50845%50%5.4%
0.50-0.60652%67%15.0%
0.60-0.70266%0%65.6%
0.70-0.80273%0%73.0%
Calibration Error: 31.9%
Reliability (CAL)
0.1713
Lower = better calibrated
Resolution (RES)
0.0782
Higher = stronger opinions
Brier Skill Score
-36.6%
vs naive baseline
Log Loss
0.8741
Skill: -28.0% vs naive — sensitive to rare events
Skill & Variance Analysis

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

34
Skill Score
100
Variance
Signals
✓ Conservative (underconfident) bias
✓ Strong resolution/discrimination: forecasts meaningfully diverge from base rate
✓ Net profitable: +$2168 total PnL
✓ Well-diversified: 1090 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -36.6% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
On-Chain Verification (Polygon)
Wallet Age
89d
Txns on Base
2966
Counterparties
31
USDC In
$24763
USDC Out
$24423
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL verified: $1828.27 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2966 txs
✓ Significant USDC flow: $49,186
✓ Human-like transaction patterns
✓ Diverse trading network: 31 counterparties
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 89 days, 2966 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

2000 total trades across 1090 markets.

28 bets on resolved markets available for calibration scoring.

Calibration error: 31.9% — needs improvement.

Skill: 34/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -36.6% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1713 RES=0.0782 UNC=0.2449.

Log loss: 0.8741 (skill: -28.0% vs naive). Lower log loss = better calibration on rare events.

What Does D/42 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/42 ± 15 (low confidence, 28 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: 2026-04-20T00:35:23.311Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket