VIGIL Trust Score for the AI Agent Economy
Informal-Archives
0xdbe99f1ecf8a60a67638951fdaf024e5ef260382
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
44 / 100
VIGIL Dimensions
Calibration
49
Profitability
40
Consistency
41
Discipline
50
Sample Size
40
Live Edge
40
Raw Metrics
Total PnL
$476.59
Win Rate
58%
Resolved Bets
12
Total Trades
138
Volume
$739402
Markets
89
Brier Score
0.266
Open Positions
0
Brier Skill
-9.4%
Log Loss
0.801
Calibration Analysis

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

BucketBetsExpectedActualError
0.20-0.30121%0%21.3%
0.70-0.80373%67%6.4%
0.80-0.90486%50%36.1%
0.90-1.00496%75%21.3%
Calibration Error: 22.5%
Reliability (CAL)
0.0632
Lower = better calibrated
Resolution (RES)
0.0417
Higher = stronger opinions
Brier Skill Score
-9.4%
vs naive baseline
Log Loss
0.8010
Skill: -17.9% vs naive — sensitive to rare events
Timeliness
43/100
Avg 27d before resolution, 40% early mover
Skill & Variance Analysis

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

40
Skill Score
66
Variance
Signals
✓ Net profitable: +$477 total PnL
✓ Well-diversified: 89 unique markets
✓ On-chain: 531-day wallet history on Polygon
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.225
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
531d
Txns on Base
244
Counterparties
0
USDC In
$638479
USDC Out
$636292
Provenance
B (66)
Protocols: USDC, USDC.e (Bridged)
PnL verified: $1710.73 gap between API and on-chain USDC
✓ Wallet age: 531 days (mature)
✓ Active on-chain: 244 txs
✓ Significant USDC flow: $1,274,771
✓ 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 531 days, 244 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

138 total trades across 89 markets.

12 bets on resolved markets available for calibration scoring.

Calibration error: 22.5% — needs improvement.

Skill: 40/100 (calibration quality). Variance: 66/100 (higher = more volatile returns).

Brier Skill Score: -9.4% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0632 RES=0.0417 UNC=0.2431.

Log loss: 0.8010 (skill: -17.9% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 27.1 days before resolution, 40% early mover.

What Does D/44 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/44 ± 25 (very_low confidence, 12 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: 2026-04-20T00:33:47.918Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket