VIGIL Trust Score for the AI Agent Economy
zrxyfc
0xef20acf722e17dc21103af89ec3622c204976a30
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
46 / 100
VIGIL Dimensions
Calibration
22
Profitability
1
Consistency
90
Discipline
92
Sample Size
88
Live Edge
46
Raw Metrics
Total PnL
$-17420.61
Win Rate
0%
Resolved Bets
248
Total Trades
2000
Volume
$90329
Markets
726
Brier Score
0.3157
Open Positions
10
Brier Skill
-26.3%
Log Loss
0.889
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1048%0%7.6%
0.10-0.201417%0%16.9%
0.20-0.302425%0%24.9%
0.30-0.403036%0%36.3%
0.40-0.503846%0%46.1%
0.50-0.605453%0%53.3%
0.60-0.702664%0%63.8%
0.70-0.803074%0%74.5%
0.80-0.902084%0%84.4%
0.90-1.00896%0%95.9%
Calibration Error: 52.1%
Reliability (CAL)
0.3150
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-26.3%
vs naive baseline
Log Loss
0.8886
Skill: -11138.1% vs naive — sensitive to rare events
Signals
✓ Well-diversified: 726 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.521
⚠ Brier Skill Score: -26.3% — 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: -$17421 total PnL
⚠ Low win rate: 0%
On-Chain Verification (Polygon)
Wallet Age
147d
Txns on Base
2000
Counterparties
0
USDC In
$49461
USDC Out
$49378
Provenance
B (61)
Protocols: USDC.e (Bridged), WMATIC
PnL verified: $17503.82 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $98,839
✓ 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 147 days, 2000 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

2000 total trades across 726 markets.

248 bets on resolved markets available for calibration scoring.

Calibration error: 52.1% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 26/100 (higher = more volatile returns).

Brier Skill Score: -26.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3150 RES=0.0000 UNC=0.0000.

Log loss: 0.8886 (skill: -11138.1% vs naive). Lower log loss = better calibration on rare events.

What Does D/46 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/46 ± 3 (high confidence, 248 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: 2026-04-20T00:35:29.203Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket