VIGIL Trust Score for the AI Agent Economy
0x234
0x2375550d3b98ce364476c81f663a0b878cb0691f
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
39 / 100
VIGIL Dimensions
Calibration
15
Profitability
17
Consistency
54
Discipline
95
Sample Size
88
Live Edge
52
Raw Metrics
Total PnL
$-7735.28
Win Rate
18%
Resolved Bets
188
Total Trades
2000
Volume
$67614
Markets
170
Brier Score
0.2935
Open Positions
92
Brier Skill
-98.1%
Log Loss
0.903
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10565%14%9.3%
0.10-0.202416%42%25.8%
0.20-0.301623%0%23.1%
0.30-0.401236%33%2.3%
0.40-0.501644%25%19.1%
0.50-0.601455%0%54.6%
0.60-0.701065%0%65.0%
0.70-0.80473%0%72.8%
0.80-0.901685%13%72.8%
0.90-1.002095%30%64.9%
Calibration Error: 32.0%
Reliability (CAL)
0.1645
Lower = better calibrated
Resolution (RES)
0.0189
Higher = stronger opinions
Brier Skill Score
-98.1%
vs naive baseline
Log Loss
0.9029
Skill: -91.0% vs naive — sensitive to rare events
Skill & Variance Analysis

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

25
Skill Score
86
Variance
Signals
✓ Well-diversified: 170 unique markets
✓ On-chain: 359-day wallet history on Polygon
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.199
⚠ High luck component: 86/100 — returns may not persist
⚠ Brier Skill Score: -98.1% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Net loss: -$7735 total PnL
⚠ Low win rate: 18%
On-Chain Verification (Polygon)
Wallet Age
359d
Txns on Base
2629
Counterparties
34
USDC In
$41009
USDC Out
$40664
Provenance
B (78)
Protocols: USDC.e (Bridged)
PnL verified: $8079.42 gap between API and on-chain USDC
✓ Wallet age: 359 days
✓ Heavy on-chain activity: 2629 txs
✓ Significant USDC flow: $81,673
✓ Human-like transaction patterns
✓ Diverse trading network: 34 counterparties
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 359 days, 2629 txs, provenance grade B. Bot score: 10/100, wash trading score: 0/100.

2000 total trades across 170 markets.

188 bets on resolved markets available for calibration scoring.

Calibration error: 32.0% — needs improvement.

Skill: 25/100 (calibration quality). Variance: 86/100 (higher = more volatile returns).

Brier Skill Score: -98.1% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1645 RES=0.0189 UNC=0.1481.

Log loss: 0.9029 (skill: -91.0% vs naive). Lower log loss = better calibration on rare events.

What Does D/39 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/39 ± 8 (medium confidence, 188 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: 2026-04-20T00:37:58.023Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket