VIGIL Trust Score for the AI Agent Economy
1j9p6e96pxkz
0xa82b1a1bb8c6b5d15f482a6cd76e545a9a5ddd2a
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
47 / 100
VIGIL Dimensions
Calibration
59
Profitability
41
Consistency
0
Discipline
75
Sample Size
60
Live Edge
79
Raw Metrics
Total PnL
$14.14
Win Rate
0%
Resolved Bets
36
Total Trades
1518
Volume
$4721
Markets
469
Brier Score
0.2005
Open Positions
2
Brier Skill
19.8%
Log Loss
0.572
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1055%0%5.0%
0.10-0.20616%0%15.7%
0.20-0.30325%0%25.0%
0.30-0.40636%0%35.5%
0.40-0.50345%0%44.5%
0.50-0.60555%0%54.8%
0.60-0.70565%0%65.2%
0.70-0.80275%0%74.9%
0.80-0.90186%0%86.0%
Calibration Error: 38.2%
Reliability (CAL)
0.1997
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
19.8%
vs naive baseline
Log Loss
0.5716
Skill: -7128.5% vs naive — sensitive to rare events
Timeliness
5/100
Avg 5d before resolution, 0% early mover
Skill & Variance Analysis

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

14
Skill Score
16
Variance
Signals
✓ Brier Skill Score: 19.8% better than naive baseline
✓ Net profitable: +$14 total PnL
✓ Well-diversified: 469 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.382
⚠ 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%
On-Chain Verification (Polygon)
Wallet Age
45d
Txns on Base
2905
Counterparties
30
USDC In
$2721
USDC Out
$2613
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL verified: $93.52 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2905 txs
✓ Human-like transaction patterns
✓ Diverse trading network: 30 counterparties
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 45 days, 2905 txs, provenance grade B. Bot score: 10/100, wash trading score: 0/100.

1518 total trades across 469 markets.

36 bets on resolved markets available for calibration scoring.

Calibration error: 38.2% — needs improvement.

Skill: 14/100 (calibration quality). Variance: 16/100 (higher = more volatile returns).

Brier Skill Score: 19.8% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1997 RES=0.0000 UNC=0.0000.

Log loss: 0.5716 (skill: -7128.5% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 4.8 days before resolution, 0% early mover.

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 ± 15 (low confidence, 36 resolved bets). Low confidence — take this score with a grain of salt until 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: 2026-04-20T00:32:28.803Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket