VIGIL Trust Score for the AI Agent Economy
nullpointa
0xc617506a2502a36e8c52e2889e68e11398130d15
Polymarket Trader
SOLID
Process is working. Metrics hold up under scrutiny.
B
73 / 100
VIGIL Dimensions
Calibration
95
Profitability
0
Consistency
100
Discipline
86
Sample Size
100
Live Edge
80
Raw Metrics
Total PnL
$-10542.19
Win Rate
0%
Resolved Bets
984
Total Trades
3100
Volume
$21166
Markets
358
Brier Score
0.0067
Open Positions
16
Brier Skill
97.3%
Log Loss
0.069
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.108845%0%5.4%
0.10-0.208612%0%12.3%
0.20-0.30220%0%20.0%
0.30-0.401034%0%33.8%
0.50-0.60259%0%59.0%
Calibration Error: 6.5%
Reliability (CAL)
0.0059
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
97.3%
vs naive baseline
Log Loss
0.0685
Skill: -765.9% vs naive — sensitive to rare events
Skill & Variance Analysis

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

52
Skill Score
61
Variance
Signals
✓ Strong Brier score: 0.0067
✓ Brier Skill Score: 97.3% better than naive baseline
✓ Strong live edge: 16 open positions trending profitable
✓ Well-diversified: 358 unique markets
✓ On-chain: human-like trading patterns
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$10542 total PnL
⚠ Low win rate: 0%
⚠ PnL divergence: $10542 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
13d
Txns on Base
2000
Counterparties
0
USDC In
$5848
USDC Out
$5848
Provenance
C (48)
Protocols: USDC.e (Bridged)
PnL divergence: $10542.19 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $11,696
✓ Human-like transaction patterns
⚠ Young wallet: only 13 days old
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 13 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $0 in / $0 out across 0 withdrawal tx since never.

3100 total trades across 358 markets.

984 bets on resolved markets available for calibration scoring.

Calibration error: 6.5% — excellent.

Skill: 52/100 (calibration quality). Variance: 61/100 (higher = more volatile returns).

Brier Skill Score: 97.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0059 RES=0.0000 UNC=0.0000.

Log loss: 0.0685 (skill: -765.9% vs naive). Lower log loss = better calibration on rare events.

What Does B/73 Mean?

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

Confidence: B/73 [CI95: B→B, 73-73] (984 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.

Share This Score
POST ON X SCORE CARD
Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-06-17T03:29:18.454Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket