VIGIL Trust Score for the AI Agent Economy
alskdjhfg
0x983848691c445a1e235c1e49a69c49d8c4d3bcfe
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
43 / 100
VIGIL Dimensions
Calibration
29
Profitability
0
Consistency
85
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-45851.2
Win Rate
0%
Resolved Bets
1000
Total Trades
3100
Volume
$19586
Markets
227
Brier Score
0.2791
Open Positions
0
Brier Skill
-11.6%
Log Loss
0.812
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10665%0%5.1%
0.10-0.208616%0%15.6%
0.20-0.308225%0%24.6%
0.30-0.4015035%0%35.4%
0.40-0.5017446%0%45.7%
0.50-0.6016054%0%54.2%
0.60-0.7010264%0%63.7%
0.70-0.807675%0%74.5%
0.80-0.904085%0%85.1%
0.90-1.006494%0%93.8%
Calibration Error: 47.2%
Reliability (CAL)
0.2783
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-11.6%
vs naive baseline
Log Loss
0.8118
Skill: -10167.1% vs naive — sensitive to rare events
Skill & Variance Analysis

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

3
Skill Score
18
Variance
Signals
✓ Well-diversified: 227 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.472
⚠ Brier Skill Score: -11.6% — 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: -$45851 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ PnL divergence: $45851 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
32d
Txns on Base
2000
Counterparties
0
USDC In
$2663
USDC Out
$2663
Provenance
C (48)
Protocols: USDC.e (Bridged)
PnL divergence: $45851.2 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 32 days, 2000 txs, provenance grade C. 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 227 markets.

1000 bets on resolved markets available for calibration scoring.

Calibration error: 47.2% — needs improvement.

Skill: 3/100 (calibration quality). Variance: 18/100 (higher = more volatile returns).

Brier Skill Score: -11.6% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2783 RES=0.0000 UNC=0.0000.

Log loss: 0.8118 (skill: -10167.1% vs naive). Lower log loss = better calibration on rare events.

What Does D/43 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/43 [CI95: D→D, 42-44] (1000 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: 2026-07-01T16:49:46.824Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket