VIGIL Trust Score for the AI Agent Economy
forki001
0x3cadb93ce001cb0ac411683a32437414550c92f0
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
46 / 100
VIGIL Dimensions
Calibration
12
Profitability
35
Consistency
79
Discipline
91
Sample Size
60
Live Edge
44
Raw Metrics
Total PnL
$-121.82
Win Rate
23%
Resolved Bets
26
Total Trades
442
Volume
$4683
Markets
357
Brier Score
0.3037
Open Positions
10
Brier Skill
-71.1%
Log Loss
0.894
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1024%100%96.0%
0.20-0.30228%100%71.5%
0.30-0.40231%0%31.0%
0.40-0.501245%0%44.7%
0.50-0.60654%33%20.7%
0.60-0.70263%0%63.1%
Calibration Error: 45.5%
Reliability (CAL)
0.2504
Lower = better calibrated
Resolution (RES)
0.1262
Higher = stronger opinions
Brier Skill Score
-71.1%
vs naive baseline
Log Loss
0.8939
Skill: -65.5% vs naive — sensitive to rare events
Skill & Variance Analysis

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

26
Skill Score
100
Variance
Signals
✓ Strong resolution/discrimination: forecasts meaningfully diverge from base rate
✓ Well-diversified: 357 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.198
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -71.1% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$122 total PnL
⚠ Low win rate: 23%
On-Chain Verification (Polygon)
Wallet Age
15d
Txns on Base
603
Counterparties
0
USDC In
$4077
USDC Out
$3878
Provenance
C (43)
Protocols: USDC.e (Bridged)
PnL verified: $320.34 gap between API and on-chain USDC
✓ Heavy on-chain activity: 603 txs
✓ Human-like transaction patterns
⚠ Young wallet: only 15 days old
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 15 days, 603 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

442 total trades across 357 markets.

26 bets on resolved markets available for calibration scoring.

Calibration error: 45.5% — needs improvement.

Skill: 26/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -71.1% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2504 RES=0.1262 UNC=0.1775.

Log loss: 0.8939 (skill: -65.5% 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 ± 15 (low confidence, 26 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: 2026-04-20T00:38:28.104Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket