VIGIL Trust Score for the AI Agent Economy
15perces
0xe8e086f7ef06af27889edfb5026e1453c61d7eec
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
38 / 100
VIGIL Dimensions
Calibration
0
Profitability
0
Consistency
74
Discipline
82
Sample Size
100
Live Edge
42
Raw Metrics
Total PnL
$-275024.13
Win Rate
1%
Resolved Bets
988
Total Trades
3100
Volume
$105502
Markets
213
Brier Score
0.3156
Open Positions
12
Brier Skill
-999.0%
Log Loss
0.890
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10426%0%6.1%
0.10-0.206615%0%15.1%
0.20-0.3011225%0%25.3%
0.30-0.4010635%0%34.9%
0.40-0.5014045%1%43.8%
0.50-0.6014455%1%53.4%
0.60-0.7014665%1%63.3%
0.70-0.8011475%0%75.1%
0.80-0.907485%0%84.9%
0.90-1.004494%0%94.3%
Calibration Error: 50.4%
Reliability (CAL)
0.3087
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
0.8900
Skill: -2302.2% vs naive — sensitive to rare events
Signals
✓ Well-diversified: 213 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.504
⚠ Brier Skill Score: -5129.1% — 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: -$275024 total PnL
⚠ Low win rate: 1%
On-Chain Verification (Polygon)
Wallet Age
51d
Txns on Base
2000
Counterparties
0
USDC In
$0
USDC Out
$0
Provenance
D (35)
✓ 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 51 days, 2000 txs, provenance grade D. 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 213 markets.

988 bets on resolved markets available for calibration scoring.

Calibration error: 50.4% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 59/100 (higher = more volatile returns).

Brier Skill Score: -5129.1% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3087 RES=0.0000 UNC=0.0060.

Log loss: 0.8900 (skill: -2302.2% vs naive). Lower log loss = better calibration on rare events.

What Does D/38 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/38 [CI95: D→D, 37-39] (988 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: 2026-06-30T14:23:14.370Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket