VIGIL Trust Score for the AI Agent Economy
vandyvandy
0x252810bff65ae3f19f9a7a1a9853f0615993b77d
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
47 / 100
VIGIL Dimensions
Calibration
59
Profitability
34
Consistency
2
Discipline
96
Sample Size
75
Live Edge
67
Raw Metrics
Total PnL
$-993.85
Win Rate
44%
Resolved Bets
90
Total Trades
2000
Volume
$33140
Markets
259
Brier Score
0.2468
Open Positions
48
Brier Skill
0.0%
Log Loss
0.698
Calibration Analysis

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

BucketBetsExpectedActualError
0.10-0.20412%100%88.5%
0.20-0.30224%0%23.8%
0.30-0.401038%20%18.1%
0.40-0.503245%31%13.4%
0.50-0.603654%50%4.2%
0.60-0.70261%100%39.0%
0.90-1.00492%100%8.0%
Calibration Error: 14.2%
Reliability (CAL)
0.0505
Lower = better calibrated
Resolution (RES)
0.0527
Higher = stronger opinions
Brier Skill Score
0.0%
vs naive baseline
Log Loss
0.6981
Skill: -1.6% vs naive — sensitive to rare events
Skill & Variance Analysis

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

51
Skill Score
100
Variance
Signals
✓ Strong resolution/discrimination: forecasts meaningfully diverge from base rate
✓ Well-diversified: 259 unique markets
✓ On-chain: diverse counterparty network
⚠ High luck component: 100/100 — returns may not persist
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Net loss: -$994 total PnL
⚠ On-chain: bot-like trading patterns detected (bot score: 100)
On-Chain Verification (Polygon)
Wallet Age
31d
Txns on Base
2944
Counterparties
30
USDC In
$5377
USDC Out
$3192
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL verified: $3178.77 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2944 txs
✓ Diverse trading network: 30 counterparties
⚠ Receive-only wallet: never sent a transaction
⚠ Bot-like behavior detected: 480 burst txs, median interval 4s
Reasoning

On-chain verification: wallet age 31 days, 2944 txs, provenance grade B. Bot score: 100/100, wash trading score: 0/100.

2000 total trades across 259 markets.

90 bets on resolved markets available for calibration scoring.

Calibration error: 14.2% — good.

Skill: 51/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: 0.0% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0505 RES=0.0527 UNC=0.2469.

Log loss: 0.6981 (skill: -1.6% 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 ± 8 (medium confidence, 90 resolved bets). Moderate confidence — score may shift as more markets resolve.

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: 2026-04-20T00:37:57.877Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket