VIGIL Trust Score for the AI Agent Economy
Fearful-Compromise
0x20dfee9f6f0b52a9ad7de6951ea9479a7df4d35c
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
42 / 100
VIGIL Dimensions
Calibration
79
Profitability
40
Consistency
0
Discipline
75
Sample Size
40
Live Edge
12
Raw Metrics
Total PnL
$-3.64
Win Rate
0%
Resolved Bets
17
Total Trades
2000
Volume
$17649
Markets
1867
Brier Score
0.0685
Open Positions
2
Brier Skill
72.6%
Log Loss
0.279
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1025%0%5.4%
0.10-0.20616%0%15.9%
0.20-0.30424%0%23.9%
0.30-0.40337%0%36.9%
0.40-0.50242%0%42.5%
Calibration Error: 23.4%
Reliability (CAL)
0.0680
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
72.6%
vs naive baseline
Log Loss
0.2787
Skill: -3424.8% vs naive — sensitive to rare events
Timeliness
2/100
Avg 2d before resolution, 0% early mover
Skill & Variance Analysis

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

32
Skill Score
8
Variance
Signals
✓ Strong Brier score: 0.0685
✓ Brier Skill Score: 72.6% better than naive baseline
✓ Well-diversified: 1867 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.234
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Low win rate: 0%
On-Chain Verification (Polygon)
Wallet Age
51d
Txns on Base
2000
Counterparties
0
USDC In
$4294
USDC Out
$4002
Provenance
C (48)
Protocols: USDC.e (Bridged)
PnL verified: $295.99 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 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 51 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

2000 total trades across 1867 markets.

17 bets on resolved markets available for calibration scoring.

Calibration error: 23.4% — needs improvement.

Skill: 32/100 (calibration quality). Variance: 8/100 (higher = more volatile returns).

Brier Skill Score: 72.6% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0680 RES=0.0000 UNC=0.0000.

Log loss: 0.2787 (skill: -3424.8% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 2.0 days before resolution, 0% early mover.

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 ± 25 (very_low confidence, 17 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: 2026-04-20T00:34:45.559Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket