VIGIL Trust Score for the AI Agent Economy
vnpspa55
0xbf8d2192f319af779e87899b847017096bc7c93a
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
36 / 100
VIGIL Dimensions
Calibration
26
Profitability
0
Consistency
78
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-13980.77
Win Rate
0%
Resolved Bets
1000
Total Trades
3100
Volume
$11916
Markets
132
Brier Score
0.2909
Open Positions
0
Brier Skill
-16.4%
Log Loss
0.823
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10406%0%5.8%
0.10-0.208216%0%16.0%
0.20-0.3011826%0%25.6%
0.30-0.4013835%0%35.2%
0.40-0.5013645%0%45.2%
0.50-0.6015254%0%54.5%
0.60-0.7012465%0%64.8%
0.70-0.8010875%0%74.6%
0.80-0.907484%0%84.2%
0.90-1.002895%0%95.5%
Calibration Error: 48.8%
Reliability (CAL)
0.2901
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-16.4%
vs naive baseline
Log Loss
0.8229
Skill: -10307.1% vs naive — sensitive to rare events
Skill & Variance Analysis

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

1
Skill Score
17
Variance
Signals
✓ Well-diversified: 132 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: $11,550 total USDC.e received from Polymarket contracts across 13 tx (Polygon)
⚠ Overconfidence bias: 0.488
⚠ Brier Skill Score: -16.4% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Net loss: -$13981 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ PnL divergence: $16658 gap between API and on-chain USDC flows
⚠ On-chain: wash trading signal — 100% of txs with single counterparty
On-Chain Verification (Polygon)
Wallet Age
80d
Txns on Base
3000
Counterparties
4
USDC In
$17750
USDC Out
$15072
Provenance
C (58)
Protocols: USDC.e (Bridged)
PnL divergence: $16658.4 gap between API and on-chain USDC
✓ Heavy on-chain activity: 3000 txs
✓ Significant USDC flow: $32,822
✓ Human-like transaction patterns
⚠ Receive-only wallet: never sent a transaction
⚠ Wash trading signal: 100% of txs with single counterparty
Reasoning

On-chain verification: wallet age 80 days, 3000 txs, provenance grade C. Bot score: 0/100, wash trading score: 80/100.

Polymarket on-chain coverage: $11,550 in / $0 out across 13 withdrawal tx since 2026-03-27.

3100 total trades across 132 markets.

1000 bets on resolved markets available for calibration scoring.

Calibration error: 48.8% — needs improvement.

Skill: 1/100 (calibration quality). Variance: 17/100 (higher = more volatile returns).

Brier Skill Score: -16.4% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2901 RES=0.0000 UNC=0.0000.

Log loss: 0.8229 (skill: -10307.1% vs naive). Lower log loss = better calibration on rare events.

What Does D/36 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/36 [CI95: D→D, 35-37] (1000 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: 2026-06-16T03:16:58.037Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket