VIGIL Trust Score for the AI Agent Economy
12rics
0xf9c44f10affb761e5516cded3deddde122c9ed5b
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
49 / 100
VIGIL Dimensions
Calibration
54
Profitability
32
Consistency
80
Discipline
50
Sample Size
88
Live Edge
40
Raw Metrics
Total PnL
$-419.67
Win Rate
0%
Resolved Bets
222
Total Trades
3100
Volume
$10774
Markets
236
Brier Score
0.2018
Open Positions
0
Brier Skill
19.3%
Log Loss
0.593
Calibration Analysis

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

BucketBetsExpectedActualError
0.10-0.20419%0%18.5%
0.20-0.301425%0%25.2%
0.30-0.403237%0%36.7%
0.40-0.5013146%0%45.7%
0.50-0.603753%0%53.0%
0.60-0.70464%0%63.6%
Calibration Error: 44.1%
Reliability (CAL)
0.2011
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
19.3%
vs naive baseline
Log Loss
0.5928
Skill: -7397.2% vs naive — sensitive to rare events
Skill & Variance Analysis

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

7
Skill Score
47
Variance
Signals
✓ Brier Skill Score: 19.3% better than naive baseline
✓ Well-diversified: 236 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
✓ On-chain: $18,430 total USDC.e received from Polymarket contracts across 116 tx (Polygon)
⚠ Overconfidence bias: 0.441
⚠ 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
⚠ Net loss: -$420 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
27d
Txns on Base
2474
Counterparties
30
USDC In
$21054
USDC Out
$20094
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL verified: $1379.53 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2474 txs
✓ Significant USDC flow: $41,148
✓ Human-like transaction patterns
✓ Diverse trading network: 30 counterparties
⚠ Young wallet: only 27 days old
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 27 days, 2474 txs, provenance grade B. Bot score: 10/100, wash trading score: 0/100.

Polymarket on-chain coverage: $18,430 in / $0 out across 116 withdrawal tx since 2026-03-25.

3100 total trades across 236 markets.

222 bets on resolved markets available for calibration scoring.

Calibration error: 44.1% — needs improvement.

Skill: 7/100 (calibration quality). Variance: 47/100 (higher = more volatile returns).

Brier Skill Score: 19.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2011 RES=0.0000 UNC=0.0000.

Log loss: 0.5928 (skill: -7397.2% vs naive). Lower log loss = better calibration on rare events.

What Does D/49 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/49 ± 3 (high confidence, 222 resolved bets). This score is highly reliable — enough resolved bets to be confident.

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: 2026-04-21T19:57:39.846Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket