VIGIL Trust Score for the AI Agent Economy
wawaveewa
0x9dd674f2035dd29e0cf15817aea0dbe5d027b634
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
49 / 100
VIGIL Dimensions
Calibration
44
Profitability
39
Consistency
90
Discipline
50
Sample Size
40
Live Edge
40
Raw Metrics
Total PnL
$-17.79
Win Rate
0%
Resolved Bets
13
Total Trades
1269
Volume
$4111
Markets
1246
Brier Score
0.23
Open Positions
0
Brier Skill
8.0%
Log Loss
0.629
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1024%0%3.8%
0.40-0.50447%0%47.4%
0.50-0.60654%0%53.6%
0.60-0.70160%0%60.0%
Calibration Error: 44.5%
Reliability (CAL)
0.2296
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
8.0%
vs naive baseline
Log Loss
0.6292
Skill: -7857.4% vs naive — sensitive to rare events
Timeliness
10/100
Avg 10d before resolution, 0% early mover
Skill & Variance Analysis

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

7
Skill Score
12
Variance
Signals
✓ Well-diversified: 1246 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.445
⚠ 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
75d
Txns on Base
2000
Counterparties
0
USDC In
$3869
USDC Out
$3750
Provenance
C (51)
Protocols: USDC, USDC.e (Bridged)
PnL verified: $136.48 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 75 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

1269 total trades across 1246 markets.

13 bets on resolved markets available for calibration scoring.

Calibration error: 44.5% — needs improvement.

Skill: 7/100 (calibration quality). Variance: 12/100 (higher = more volatile returns).

Brier Skill Score: 8.0% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2296 RES=0.0000 UNC=0.0000.

Log loss: 0.6292 (skill: -7857.4% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 9.6 days before resolution, 0% early mover.

What Does D/49 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/49 ± 25 (very_low confidence, 13 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: 2026-04-20T00:36:17.405Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket