VIGIL Trust Score for the AI Agent Economy
neo67
0x35e4bee69e36dbd95e7c975cc185298d6545292c
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
42 / 100
VIGIL Dimensions
Calibration
29
Profitability
40
Consistency
68
Discipline
50
Sample Size
88
Live Edge
40
Raw Metrics
Total PnL
$0
Win Rate
0%
Resolved Bets
171
Total Trades
2020
Volume
$10253
Markets
189
Brier Score
0.2633
Open Positions
0
Brier Skill
-5.3%
Log Loss
0.749
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1012%0%2.3%
0.10-0.20617%0%16.9%
0.20-0.30725%0%25.1%
0.30-0.401737%0%36.8%
0.40-0.506245%0%45.4%
0.50-0.604554%0%54.4%
0.60-0.702464%0%63.8%
0.70-0.80676%0%75.6%
0.80-0.90187%0%87.0%
0.90-1.00299%0%99.0%
Calibration Error: 49.3%
Reliability (CAL)
0.2626
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-5.3%
vs naive baseline
Log Loss
0.7494
Skill: -9377.9% vs naive — sensitive to rare events
Timeliness
32/100
Avg 16d before resolution, 40% early mover
Skill & Variance Analysis

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

1
Skill Score
35
Variance
Signals
✓ Well-diversified: 189 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.493
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
113d
Txns on Base
2271
Counterparties
31
USDC In
$6893
USDC Out
$6162
Provenance
B (76)
Protocols: USDC, USDC.e (Bridged)
✓ Heavy on-chain activity: 2271 txs
✓ Significant USDC flow: $13,055
✓ Human-like transaction patterns
✓ Diverse trading network: 31 counterparties
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 113 days, 2271 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $5,638 in / $0 out across 115 withdrawal tx since 2026-02-27.

2020 total trades across 189 markets.

171 bets on resolved markets available for calibration scoring.

Calibration error: 49.3% — needs improvement.

Skill: 1/100 (calibration quality). Variance: 35/100 (higher = more volatile returns).

Brier Skill Score: -5.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2626 RES=0.0000 UNC=0.0000.

Log loss: 0.7494 (skill: -9377.9% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 15.9 days before resolution, 40% early mover.

What Does D/42 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/42 ± 8 (medium confidence, 171 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: 2026-04-21T15:13:34.601Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket