VIGIL Trust Score for the AI Agent Economy
Imperfect-Pension
0x1144d8872751425e6a6fcdc319e4f61979d83751
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
48 / 100
VIGIL Dimensions
Calibration
9
Profitability
38
Consistency
60
Discipline
75
Sample Size
100
Live Edge
83
Raw Metrics
Total PnL
$-67.38
Win Rate
0%
Resolved Bets
480
Total Trades
2823
Volume
$7045
Markets
1014
Brier Score
0.4281
Open Positions
2
Brier Skill
-71.2%
Log Loss
1.195
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1024%0%3.5%
0.10-0.20414%0%14.0%
0.20-0.301225%0%25.1%
0.30-0.404135%0%35.0%
0.40-0.507945%0%45.3%
0.50-0.607155%0%55.1%
0.60-0.709265%0%64.9%
0.70-0.807975%0%74.6%
0.80-0.906085%0%84.5%
0.90-1.004095%0%94.8%
Calibration Error: 62.5%
Reliability (CAL)
0.4273
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-71.2%
vs naive baseline
Log Loss
1.1947
Skill: -15009.0% vs naive — sensitive to rare events
Timeliness
4/100
Avg 4d before resolution, 0% early mover
Signals
✓ Well-diversified: 1014 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.4281
⚠ Overconfidence bias: 0.625
⚠ Brier Skill Score: -71.2% — 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
⚠ Low win rate: 0%
On-Chain Verification (Polygon)
Wallet Age
21d
Txns on Base
2356
Counterparties
3
USDC In
$5464
USDC Out
$5350
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL verified: $181.21 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2356 txs
✓ Significant USDC flow: $10,815
✓ Human-like transaction patterns
⚠ Young wallet: only 21 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Counterparty concentration: 51% with top address
Reasoning

On-chain verification: wallet age 21 days, 2356 txs, provenance grade C. Bot score: 0/100, wash trading score: 50/100.

2823 total trades across 1014 markets.

480 bets on resolved markets available for calibration scoring.

Calibration error: 62.5% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 19/100 (higher = more volatile returns).

Brier Skill Score: -71.2% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4273 RES=0.0000 UNC=0.0000.

Log loss: 1.1947 (skill: -15009.0% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 4.1 days before resolution, 0% early mover.

What Does D/48 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/48 ± 3 (high confidence, 480 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: 2026-04-20T01:48:59.899Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket