VIGIL Trust Score for the AI Agent Economy
purplegatto
0x032eb1bc893940263ad0b01889f262fc232f2a9e
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
47 / 100
VIGIL Dimensions
Calibration
10
Profitability
0
Consistency
100
Discipline
98
Sample Size
100
Live Edge
47
Raw Metrics
Total PnL
$-1298304.77
Win Rate
1%
Resolved Bets
810
Total Trades
3100
Volume
$209591
Markets
194
Brier Score
0.1957
Open Positions
190
Brier Skill
-999.0%
Log Loss
0.579
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.101145%9%3.9%
0.10-0.207815%0%14.5%
0.20-0.309225%0%24.7%
0.30-0.409835%0%34.5%
0.40-0.5018245%0%45.3%
0.50-0.6015453%0%53.3%
0.60-0.704264%0%63.7%
0.70-0.803075%0%74.5%
0.80-0.901483%0%82.7%
0.90-1.00694%0%94.4%
Calibration Error: 37.4%
Reliability (CAL)
0.1837
Lower = better calibrated
Resolution (RES)
0.0009
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
0.5794
Skill: -771.0% vs naive — sensitive to rare events
Skill & Variance Analysis

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

15
Skill Score
64
Variance
Signals
✓ Strong Brier score: 0.1957
✓ Well-diversified: 194 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.363
⚠ Brier Skill Score: -1505.0% — 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: -$1298305 total PnL
⚠ Low win rate: 1%
On-Chain Verification (Polygon)
Wallet Age
33d
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 33 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 194 markets.

810 bets on resolved markets available for calibration scoring.

Calibration error: 37.4% — needs improvement.

Skill: 15/100 (calibration quality). Variance: 64/100 (higher = more volatile returns).

Brier Skill Score: -1505.0% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1837 RES=0.0009 UNC=0.0122.

Log loss: 0.5794 (skill: -771.0% vs naive). Lower log loss = better calibration on rare events.

What Does D/47 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/47 [CI95: D→D, 46-48] (810 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: 2026-06-16T11:19:38.330Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket