VIGIL Trust Score for the AI Agent Economy
Predixy
0x0f8eb0d3521f61b7a83428c321dd7fb296c63082
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
43 / 100
VIGIL Dimensions
Calibration
3
Profitability
0
Consistency
63
Discipline
92
Sample Size
100
Live Edge
70
Raw Metrics
Total PnL
$-142274.74
Win Rate
3%
Resolved Bets
992
Total Trades
2000
Volume
$111179
Markets
879
Brier Score
0.3362
Open Positions
8
Brier Skill
-999.0%
Log Loss
1.024
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.101285%3%2.3%
0.10-0.208814%5%9.9%
0.20-0.308625%2%22.8%
0.30-0.4010635%6%29.5%
0.40-0.509845%4%41.4%
0.50-0.6011053%0%53.4%
0.60-0.709063%2%61.2%
0.70-0.806475%6%68.6%
0.80-0.908086%0%85.6%
0.90-1.0014294%3%91.4%
Calibration Error: 46.3%
Reliability (CAL)
0.3061
Lower = better calibrated
Resolution (RES)
0.0004
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
1.0239
Skill: -655.2% vs naive — sensitive to rare events
Skill & Variance Analysis

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

5
Skill Score
35
Variance
Signals
✓ Strong live edge: 8 open positions trending profitable
✓ Well-diversified: 879 unique markets
✓ On-chain: 304-day wallet history on Polygon
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.463
⚠ Brier Skill Score: -1046.4% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$142275 total PnL
⚠ Low win rate: 3%
⚠ PnL divergence: $143639 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
304d
Txns on Base
2000
Counterparties
0
USDC In
$23602
USDC Out
$22238
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL divergence: $143639.06 gap between API and on-chain USDC
✓ Wallet age: 304 days
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $45,840
✓ Human-like transaction patterns
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 304 days, 2000 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

2000 total trades across 879 markets.

992 bets on resolved markets available for calibration scoring.

Calibration error: 46.3% — needs improvement.

Skill: 5/100 (calibration quality). Variance: 35/100 (higher = more volatile returns).

Brier Skill Score: -1046.4% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3061 RES=0.0004 UNC=0.0293.

Log loss: 1.0239 (skill: -655.2% vs naive). Lower log loss = better calibration on rare events.

What Does D/43 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/43 ± 3 (high confidence, 992 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: 2026-04-20T00:38:17.464Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket