VIGIL Trust Score for the AI Agent Economy
StayFreshCheeseBags
0xc34f6b088bb9172625ee1ea2ee8da9ac4f037d2e
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
37 / 100
VIGIL Dimensions
Calibration
2
Profitability
0
Consistency
61
Discipline
97
Sample Size
100
Live Edge
39
Raw Metrics
Total PnL
$-51505.97
Win Rate
2%
Resolved Bets
968
Total Trades
3100
Volume
$30342
Markets
416
Brier Score
0.3779
Open Positions
32
Brier Skill
-999.0%
Log Loss
1.093
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.102984%4%0.1%
0.10-0.205014%0%14.3%
0.20-0.302825%7%17.9%
0.30-0.402835%7%28.3%
0.40-0.502645%0%45.4%
0.50-0.604655%0%54.7%
0.60-0.708266%0%65.6%
0.70-0.8016675%0%75.4%
0.80-0.9012285%0%84.9%
0.90-1.0012295%0%94.7%
Calibration Error: 47.0%
Reliability (CAL)
0.3618
Lower = better calibrated
Resolution (RES)
0.0005
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
1.0932
Skill: -1198.3% vs naive — sensitive to rare events
Skill & Variance Analysis

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

4
Skill Score
21
Variance
Signals
✓ Well-diversified: 416 unique markets
✓ On-chain: 257-day wallet history on Polygon
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.3779
⚠ Overconfidence bias: 0.470
⚠ Brier Skill Score: -2224.5% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$51506 total PnL
⚠ Low win rate: 2%
⚠ PnL divergence: $51774 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
257d
Txns on Base
2000
Counterparties
0
USDC In
$5317
USDC Out
$5049
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL divergence: $51773.81 gap between API and on-chain USDC
✓ Wallet age: 257 days
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $10,366
✓ 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 257 days, 2000 txs, provenance grade B. 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 416 markets.

968 bets on resolved markets available for calibration scoring.

Calibration error: 47.0% — needs improvement.

Skill: 4/100 (calibration quality). Variance: 21/100 (higher = more volatile returns).

Brier Skill Score: -2224.5% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3618 RES=0.0005 UNC=0.0163.

Log loss: 1.0932 (skill: -1198.3% vs naive). Lower log loss = better calibration on rare events.

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 [CI95: D→D, 36-38] (968 resolved bets). This score is highly reliable — enough resolved bets to be confident.

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: 2026-04-24T09:12:37.025Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket