VIGIL Trust Score for the AI Agent Economy
fj3fwasjnk3t4
0x4d40c3f3627f64591eac428cd4248c651a9c398d
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
35 / 100
VIGIL Dimensions
Calibration
0
Profitability
0
Consistency
82
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-5090.46
Win Rate
0%
Resolved Bets
1000
Total Trades
3100
Volume
$3832
Markets
176
Brier Score
0.2686
Open Positions
0
Brier Skill
-999.0%
Log Loss
0.735
Calibration Analysis

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

BucketBetsExpectedActualError
0.10-0.20619%0%18.7%
0.20-0.308626%0%26.4%
0.30-0.4016835%0%34.8%
0.40-0.5023245%0%45.0%
0.50-0.6024654%2%52.4%
0.60-0.7016865%0%64.9%
0.70-0.809274%0%74.2%
0.80-0.90281%0%81.0%
Calibration Error: 49.4%
Reliability (CAL)
0.2636
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
0.7346
Skill: -2717.0% vs naive — sensitive to rare events
Skill & Variance Analysis

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

1
Skill Score
100
Variance
Signals
✓ Well-diversified: 176 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.494
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -6642.1% — 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: -$5090 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ PnL divergence: $6614 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
81d
Txns on Base
2000
Counterparties
0
USDC In
$7488
USDC Out
$5964
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL divergence: $6614.29 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $13,452
✓ 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 81 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $3,670 in / $4,800 out across 15 withdrawal tx since 2026-03-27.

3100 total trades across 176 markets.

1000 bets on resolved markets available for calibration scoring.

Calibration error: 49.4% — needs improvement.

Skill: 1/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -6642.1% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2636 RES=0.0000 UNC=0.0040.

Log loss: 0.7346 (skill: -2717.0% 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] (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: 2026-06-17T08:54:50.440Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket