VIGIL Trust Score for the AI Agent Economy
0xAAAAA
0x251c1a283703beed41590b0875a8dcb8ddd1541f
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
40 / 100
VIGIL Dimensions
Calibration
6
Profitability
14
Consistency
82
Discipline
79
Sample Size
88
Live Edge
56
Raw Metrics
Total PnL
$-4596.76
Win Rate
4%
Resolved Bets
228
Total Trades
3100
Volume
$35699
Markets
87
Brier Score
0.259
Open Positions
4
Brier Skill
-517.6%
Log Loss
0.748
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1065%0%4.7%
0.10-0.202015%0%14.8%
0.20-0.302224%9%15.2%
0.30-0.404434%5%29.9%
0.40-0.503844%5%39.0%
0.50-0.604456%0%55.5%
0.60-0.702065%0%64.9%
0.70-0.802075%20%55.2%
0.80-0.90687%0%86.6%
0.90-1.00895%0%94.6%
Calibration Error: 42.0%
Reliability (CAL)
0.2212
Lower = better calibrated
Resolution (RES)
0.0032
Higher = stronger opinions
Brier Skill Score
-517.6%
vs naive baseline
Log Loss
0.7477
Skill: -315.4% vs naive — sensitive to rare events
Skill & Variance Analysis

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

10
Skill Score
36
Variance
Signals
✓ Well-diversified: 87 unique markets
⚠ Overconfidence bias: 0.420
⚠ Brier Skill Score: -517.6% — performing worse than naive baseline
⚠ 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: -$4597 total PnL
⚠ Low win rate: 4%
⚠ PnL divergence: $12464 gap between API and on-chain USDC flows
⚠ On-chain: bot-like trading patterns detected (bot score: 100)
On-Chain Verification (Polygon)
Wallet Age
50d
Txns on Base
2151
Counterparties
26
USDC In
$22892
USDC Out
$15025
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL divergence: $12463.68 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2151 txs
✓ Significant USDC flow: $37,917
⚠ Receive-only wallet: never sent a transaction
⚠ Bot-like behavior detected: 86 burst txs, median interval 4s
Reasoning

On-chain verification: wallet age 50 days, 2151 txs, provenance grade B. Bot score: 100/100, wash trading score: 20/100.

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

3100 total trades across 87 markets.

228 bets on resolved markets available for calibration scoring.

Calibration error: 42.0% — needs improvement.

Skill: 10/100 (calibration quality). Variance: 36/100 (higher = more volatile returns).

Brier Skill Score: -517.6% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2212 RES=0.0032 UNC=0.0419.

Log loss: 0.7477 (skill: -315.4% vs naive). Lower log loss = better calibration on rare events.

What Does D/40 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/40 [CI95: D→D, 39-41] (228 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: 2026-06-17T10:35:13.493Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket