VIGIL Trust Score for the AI Agent Economy
Lively-Authenticity
0xb55fa1296e6ec55d0ce53d93b9237389f11764d4
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
38 / 100
VIGIL Dimensions
Calibration
0
Profitability
40
Consistency
55
Discipline
93
Sample Size
88
Live Edge
45
Raw Metrics
Total PnL
$120.1
Win Rate
4%
Resolved Bets
143
Total Trades
3100
Volume
$69614
Markets
149
Brier Score
0.3088
Open Positions
18
Brier Skill
-815.1%
Log Loss
0.852
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1014%0%3.7%
0.10-0.20916%44%28.5%
0.20-0.30926%0%26.4%
0.30-0.401837%0%36.8%
0.40-0.502745%0%44.6%
0.50-0.603554%0%54.4%
0.60-0.702564%0%64.1%
0.70-0.80873%0%73.3%
0.80-0.90885%13%72.0%
0.90-1.00394%0%94.4%
Calibration Error: 51.2%
Reliability (CAL)
0.2861
Lower = better calibrated
Resolution (RES)
0.0121
Higher = stronger opinions
Brier Skill Score
-815.1%
vs naive baseline
Log Loss
0.8517
Skill: -461.8% vs naive — sensitive to rare events
Skill & Variance Analysis

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

2
Skill Score
34
Variance
Signals
✓ Net profitable: +$120 total PnL
✓ Well-diversified: 149 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.476
⚠ Brier Skill Score: -815.1% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Low win rate: 3%
⚠ On-chain: wash trading signal — 99% of txs with single counterparty
On-Chain Verification (Polygon)
Wallet Age
14d
Txns on Base
2215
Counterparties
4
USDC In
$0
USDC Out
$0
Provenance
D (35)
✓ Heavy on-chain activity: 2215 txs
✓ Human-like transaction patterns
⚠ Young wallet: only 14 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Wash trading signal: 99% of txs with single counterparty
Reasoning

On-chain verification: wallet age 14 days, 2215 txs, provenance grade D. Bot score: 0/100, wash trading score: 80/100.

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

3100 total trades across 149 markets.

143 bets on resolved markets available for calibration scoring.

Calibration error: 51.2% — needs improvement.

Skill: 2/100 (calibration quality). Variance: 34/100 (higher = more volatile returns).

Brier Skill Score: -815.1% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2861 RES=0.0121 UNC=0.0337.

Log loss: 0.8517 (skill: -461.8% vs naive). Lower log loss = better calibration on rare events.

What Does D/38 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/38 [CI95: D→D, 36-40] (143 resolved bets). Moderate confidence — score may shift as more markets resolve.

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: 2026-05-15T08:53:41.701Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket