VIGIL Trust Score for the AI Agent Economy
Trader 0x0656f7...
0x0656f7350dc179374c7d938633743c203ab459a1
Polymarket Trader
SOLID
Process is working. Metrics hold up under scrutiny.
B
76 / 100
VIGIL Dimensions
Calibration
96
Profitability
34
Consistency
100
Discipline
93
Sample Size
60
Live Edge
73
Raw Metrics
Total PnL
$-54.78
Win Rate
0%
Resolved Bets
42
Total Trades
213
Volume
$1921
Markets
90
Brier Score
0.0028
Open Positions
14
Brier Skill
98.9%
Log Loss
0.044
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10404%0%3.7%
0.10-0.20215%0%15.0%
Calibration Error: 4.3%
Reliability (CAL)
0.0024
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
98.9%
vs naive baseline
Log Loss
0.0443
Skill: -460.2% vs naive — sensitive to rare events
Skill & Variance Analysis

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

55
Skill Score
17
Variance
Signals
✓ Strong Brier score: 0.0028
✓ Brier Skill Score: 98.9% better than naive baseline
✓ Strong live edge: 14 open positions trending profitable
✓ Well-diversified: 90 unique markets
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Low win rate: 0%
⚠ On-chain: bot-like trading patterns detected (bot score: 80)
⚠ On-chain: wash trading signal — 78% of txs with single counterparty
On-Chain Verification (Polygon)
Wallet Age
10d
Txns on Base
622
Counterparties
4
USDC In
$3516
USDC Out
$3505
Provenance
C (51)
Protocols: USDC.e (Bridged), Polymarket Neg Risk Adapter
PnL verified: $65.84 gap between API and on-chain USDC
✓ Heavy on-chain activity: 622 txs
⚠ Young wallet: only 10 days old
⚠ Bot-like behavior detected: 34 burst txs, median interval 8s
⚠ Wash trading signal: 78% of txs with single counterparty
Reasoning

On-chain verification: wallet age 10 days, 622 txs, provenance grade C. Bot score: 80/100, wash trading score: 80/100.

213 total trades across 90 markets.

42 bets on resolved markets available for calibration scoring.

Calibration error: 4.3% — excellent.

Skill: 55/100 (calibration quality). Variance: 17/100 (higher = more volatile returns).

Brier Skill Score: 98.9% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0024 RES=0.0000 UNC=0.0000.

Log loss: 0.0443 (skill: -460.2% vs naive). Lower log loss = better calibration on rare events.

What Does B/76 Mean?

This trader shows genuine forecasting skill with a meaningful edge across multiple markets.

Confidence: B/76 ± 15 (low confidence, 42 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: 2026-04-20T00:38:31.261Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket