VIGIL Trust Score for the AI Agent Economy
jerbl2720
0x1e82568a501e44317c4806297a4691ec743c7c1c
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
45 / 100
VIGIL Dimensions
Calibration
35
Profitability
40
Consistency
77
Discipline
50
Sample Size
88
Live Edge
40
Raw Metrics
Total PnL
$0
Win Rate
0%
Resolved Bets
127
Total Trades
3100
Volume
$13209
Markets
127
Brier Score
0.2421
Open Positions
0
Brier Skill
3.2%
Log Loss
0.675
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1019%0%9.0%
0.10-0.20317%0%16.5%
0.20-0.30326%0%26.0%
0.30-0.401838%0%37.6%
0.40-0.505446%0%46.5%
0.50-0.603154%0%53.7%
0.60-0.701564%0%64.3%
0.70-0.80272%0%71.6%
Calibration Error: 48.0%
Reliability (CAL)
0.2415
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
3.2%
vs naive baseline
Log Loss
0.6755
Skill: -8442.8% 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
26
Variance
Signals
✓ Well-diversified: 127 unique markets
⚠ Overconfidence bias: 0.480
⚠ 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
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ On-chain: possible automated trading (bot score: 50)
⚠ On-chain coverage gap: 212 Polymarket USDC withdrawals observed, but only 127 resolved bets recovered from data-api + CLOB. Grade based on a subset of the wallet's forecasting history.
On-Chain Verification (Polygon)
Wallet Age
85d
Txns on Base
2959
Counterparties
23
USDC In
$10257
USDC Out
$9889
Provenance
B (63)
Protocols: USDC.e (Bridged)
✓ Heavy on-chain activity: 2959 txs
✓ Significant USDC flow: $20,146
⚠ Receive-only wallet: never sent a transaction
⚠ Possible automated trading: 17 burst txs
Reasoning

On-chain verification: wallet age 85 days, 2959 txs, provenance grade B. Bot score: 50/100, wash trading score: 20/100.

Polymarket on-chain coverage: $6,057 in / $0 out across 212 withdrawal tx since 2026-02-13.

3100 total trades across 127 markets.

127 bets on resolved markets available for calibration scoring.

Calibration error: 48.0% — needs improvement.

Skill: 2/100 (calibration quality). Variance: 26/100 (higher = more volatile returns).

Brier Skill Score: 3.2% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2415 RES=0.0000 UNC=0.0000.

Log loss: 0.6755 (skill: -8442.8% vs naive). Lower log loss = better calibration on rare events.

What Does D/45 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/45 [CI95: D→D, 44-46] (127 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.

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Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-05-09T02:48:54.787Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket