VIGIL Trust Score for the AI Agent Economy
donthackme
0x03805a13a0b3e058f55f6c6af95389d4f431073d
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
35 / 100
VIGIL Dimensions
Calibration
57
Profitability
5
Consistency
100
Discipline
97
Sample Size
100
Live Edge
75
Raw Metrics
Total PnL
$-47984.68
Win Rate
2%
Resolved Bets
860
Total Trades
3100
Volume
$275617
Markets
587
Brier Score
0.0306
Open Positions
138
Brier Skill
-34.6%
Log Loss
0.146
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.107503%2%1.4%
0.10-0.207413%5%7.6%
0.20-0.302820%7%12.9%
0.30-0.40233%0%33.3%
0.70-0.80279%0%78.5%
0.90-1.00498%0%98.0%
Calibration Error: 3.0%
Reliability (CAL)
0.0074
Lower = better calibrated
Resolution (RES)
0.0002
Higher = stronger opinions
Brier Skill Score
-34.6%
vs naive baseline
Log Loss
0.1461
Skill: -32.3% vs naive — sensitive to rare events
Skill & Variance Analysis

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

56
Skill Score
56
Variance
Signals
✓ Strong Brier score: 0.0306
✓ Strong live edge: 138 open positions trending profitable
✓ Well-diversified: 587 unique markets
✓ On-chain: human-like trading patterns
⚠ Brier Skill Score: -34.6% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Penny-lottery strategy: 87% of bets at sub-$0.10 — score penalized by 30 pts
⚠ Net loss: -$47985 total PnL
⚠ Low win rate: 2%
On-Chain Verification (Polygon)
Wallet Age
19d
Txns on Base
2000
Counterparties
0
USDC In
$51374
USDC Out
$51374
Provenance
C (48)
Protocols: USDC.e (Bridged)
PnL verified: $47984.68 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $102,748
✓ Human-like transaction patterns
⚠ Young wallet: only 19 days old
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 19 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 587 markets.

860 bets on resolved markets available for calibration scoring.

Calibration error: 3.0% — excellent.

Skill: 56/100 (calibration quality). Variance: 56/100 (higher = more volatile returns).

Brier Skill Score: -34.6% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0074 RES=0.0002 UNC=0.0227.

Log loss: 0.1461 (skill: -32.3% vs naive). Lower log loss = better calibration on rare events.

What Does D/35 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/35 [CI95: F→D, 34-35] (860 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.

Share This Score
POST ON X SCORE CARD
Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-06-17T08:44:29.307Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket