VIGIL Trust Score for the AI Agent Economy
PetroSePareceAUnCalculoRenal
0x4eafc4a19144b6a3bbbae465b1b9ccde34291769
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
42 / 100
VIGIL Dimensions
Calibration
11
Profitability
27
Consistency
100
Discipline
50
Sample Size
60
Live Edge
40
Raw Metrics
Total PnL
$-70.31
Win Rate
0%
Resolved Bets
48
Total Trades
607
Volume
$1089
Markets
297
Brier Score
0.4051
Open Positions
0
Brier Skill
-62.0%
Log Loss
1.079
Calibration Analysis

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

BucketBetsExpectedActualError
0.10-0.20212%0%12.0%
0.20-0.30226%0%26.0%
0.30-0.40436%0%36.0%
0.40-0.50644%0%44.0%
0.50-0.60854%0%53.7%
0.60-0.701065%0%65.2%
0.70-0.80678%0%78.3%
0.80-0.90884%0%84.2%
0.90-1.00291%0%91.0%
Calibration Error: 60.3%
Reliability (CAL)
0.4046
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-62.0%
vs naive baseline
Log Loss
1.0794
Skill: -13550.5% vs naive — sensitive to rare events
Signals
✓ Well-diversified: 297 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.4051
⚠ Overconfidence bias: 0.603
⚠ Brier Skill Score: -62.0% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
46d
Txns on Base
907
Counterparties
0
USDC In
$614
USDC Out
$603
Provenance
C (48)
Protocols: USDC.e (Bridged)
PnL verified: $81.45 gap between API and on-chain USDC
✓ Heavy on-chain activity: 907 txs
✓ Human-like transaction patterns
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 46 days, 907 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

607 total trades across 297 markets.

48 bets on resolved markets available for calibration scoring.

Calibration error: 60.3% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 12/100 (higher = more volatile returns).

Brier Skill Score: -62.0% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4046 RES=0.0000 UNC=0.0000.

Log loss: 1.0794 (skill: -13550.5% 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, 48 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: 2026-04-20T00:32:55.322Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket