VIGIL Trust Score for the AI Agent Economy
Scaly-Consulting
0xb1827a8014e5127335272901a4715cd5c635e082
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
37 / 100
VIGIL Dimensions
Calibration
0
Profitability
40
Consistency
64
Discipline
50
Sample Size
60
Live Edge
40
Raw Metrics
Total PnL
$4.54
Win Rate
4%
Resolved Bets
25
Total Trades
222
Volume
$9253
Markets
149
Brier Score
0.5144
Open Positions
0
Brier Skill
-999.0%
Log Loss
1.452
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1023%0%3.5%
0.40-0.50245%0%44.8%
0.50-0.60755%14%40.4%
0.70-0.80374%0%73.8%
0.80-0.90786%0%85.6%
0.90-1.00495%0%94.5%
Calibration Error: 63.1%
Reliability (CAL)
0.4756
Lower = better calibrated
Resolution (RES)
0.0041
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
1.4525
Skill: -764.9% vs naive — sensitive to rare events
Timeliness
70/100
Avg 42d before resolution, 71% early mover
Skill & Variance Analysis

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

1
Skill Score
22
Variance
Signals
✓ Early mover: avg 42 days before resolution
✓ Net profitable: +$5 total PnL
✓ Well-diversified: 149 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.5144
⚠ Overconfidence bias: 0.631
⚠ Brier Skill Score: -1239.5% — 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: 4%
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
78d
Txns on Base
357
Counterparties
0
USDC In
$7241
USDC Out
$7239
Provenance
C (48)
Protocols: USDC.e (Bridged)
PnL verified: $2.18 gap between API and on-chain USDC
✓ Active on-chain: 357 txs
✓ Significant USDC flow: $14,480
✓ 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 78 days, 357 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

222 total trades across 149 markets.

25 bets on resolved markets available for calibration scoring.

Calibration error: 63.1% — needs improvement.

Skill: 1/100 (calibration quality). Variance: 22/100 (higher = more volatile returns).

Brier Skill Score: -1239.5% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4756 RES=0.0041 UNC=0.0384.

Log loss: 1.4525 (skill: -764.9% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 41.6 days before resolution, 71% early mover.

What Does D/37 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/37 ± 15 (low confidence, 25 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: 2026-04-20T00:38:41.515Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket