VIGIL Trust Score for the AI Agent Economy
xt-01
0xe5c9658f0efdb1551b1bc10f81ad160b60de5d61
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
48 / 100
VIGIL Dimensions
Calibration
23
Profitability
38
Consistency
85
Discipline
50
Sample Size
88
Live Edge
40
Raw Metrics
Total PnL
$-300.24
Win Rate
0%
Resolved Bets
115
Total Trades
3100
Volume
$28705
Markets
110
Brier Score
0.3061
Open Positions
0
Brier Skill
-22.4%
Log Loss
0.843
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1016%0%6.0%
0.20-0.30326%0%25.6%
0.30-0.40337%0%36.7%
0.40-0.503147%0%46.8%
0.50-0.605654%0%54.2%
0.60-0.701064%0%63.7%
0.70-0.80776%0%75.7%
0.80-0.90281%0%80.6%
0.90-1.00298%0%97.5%
Calibration Error: 53.9%
Reliability (CAL)
0.3053
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-22.4%
vs naive baseline
Log Loss
0.8432
Skill: -10564.0% vs naive — sensitive to rare events
Timeliness
1/100
Avg 1d before resolution, 0% early mover
Signals
✓ Well-diversified: 110 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.539
⚠ Brier Skill Score: -22.4% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$300 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
8d
Txns on Base
2000
Counterparties
0
USDC In
$0
USDC Out
$0
Provenance
D (30)
✓ Heavy on-chain activity: 2000 txs
✓ Human-like transaction patterns
⚠ Young wallet: only 8 days old
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 8 days, 2000 txs, provenance grade D. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $0 in / $0 out across 0 withdrawal tx since never.

3100 total trades across 110 markets.

115 bets on resolved markets available for calibration scoring.

Calibration error: 53.9% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 26/100 (higher = more volatile returns).

Brier Skill Score: -22.4% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3053 RES=0.0000 UNC=0.0000.

Log loss: 0.8432 (skill: -10564.0% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 1.2 days before resolution, 0% early mover.

What Does D/48 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/48 [CI95: D→D, 47-49] (115 resolved bets). Moderate confidence — score may shift as 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: 2026-07-01T03:49:36.406Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket