VIGIL Trust Score for the AI Agent Economy
Domerina
0xf4ad6aedf5475f2023912cd191eff5ec90ead00b
Polymarket Trader
DEVELOPING
Mixed signals. More data needed.
C
64 / 100
VIGIL Dimensions
Calibration
87
Profitability
39
Consistency
60
Discipline
93
Sample Size
75
Live Edge
69
Raw Metrics
Total PnL
$-273.97
Win Rate
8%
Resolved Bets
76
Total Trades
2000
Volume
$79518
Markets
860
Brier Score
0.058
Open Positions
20
Brier Skill
20.2%
Log Loss
0.203
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10662%3%0.6%
0.10-0.20616%33%17.1%
0.20-0.30227%0%27.0%
0.40-0.50243%100%57.0%
Calibration Error: 4.1%
Reliability (CAL)
0.0128
Lower = better calibrated
Resolution (RES)
0.0297
Higher = stronger opinions
Brier Skill Score
20.2%
vs naive baseline
Log Loss
0.2027
Skill: 26.6% vs naive — sensitive to rare events
Skill & Variance Analysis

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

60
Skill Score
74
Variance
Signals
✓ Strong Brier score: 0.058
✓ Brier Skill Score: 20.2% better than naive baseline
✓ Log loss skill: 26.6% better than naive (rare-event sensitive)
✓ Well-diversified: 860 unique markets
✓ On-chain: 881-day wallet history on Polygon
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ High luck component: 74/100 — returns may not persist
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Net loss: -$274 total PnL
⚠ Low win rate: 8%
On-Chain Verification (Polygon)
Wallet Age
881d
Txns on Base
2304
Counterparties
34
USDC In
$76939
USDC Out
$76582
Provenance
A (86)
Protocols: USDC, USDC.e (Bridged)
PnL verified: $631.15 gap between API and on-chain USDC
✓ Wallet age: 881 days (mature)
✓ Heavy on-chain activity: 2304 txs
✓ Significant USDC flow: $153,520
✓ Human-like transaction patterns
✓ Diverse trading network: 34 counterparties
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 881 days, 2304 txs, provenance grade A. Bot score: 10/100, wash trading score: 0/100.

2000 total trades across 860 markets.

76 bets on resolved markets available for calibration scoring.

Calibration error: 4.1% — excellent.

Skill: 60/100 (calibration quality). Variance: 74/100 (higher = more volatile returns).

Brier Skill Score: 20.2% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0128 RES=0.0297 UNC=0.0727.

Log loss: 0.2027 (skill: 26.6% vs naive). Lower log loss = better calibration on rare events.

What Does C/64 Mean?

This trader shows some skill signal, but not enough to clearly distinguish from luck. More data needed.

Confidence: C/64 ± 8 (medium confidence, 76 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.

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Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-04-20T00:33:56.591Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket