VIGIL Trust Score for the AI Agent Economy
LuckyAliemOx
0x7d5f7a2f56f8aa188281f9cfc3697467e7aaf568
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
49 / 100
VIGIL Dimensions
Calibration
29
Profitability
40
Consistency
54
Discipline
87
Sample Size
88
Live Edge
66
Raw Metrics
Total PnL
$248.61
Win Rate
0%
Resolved Bets
206
Total Trades
3100
Volume
$135481
Markets
208
Brier Score
0.2679
Open Positions
6
Brier Skill
-7.2%
Log Loss
0.737
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1094%0%3.6%
0.10-0.20618%0%17.5%
0.20-0.30926%0%26.3%
0.30-0.403535%0%35.2%
0.40-0.504145%0%45.4%
0.50-0.606255%0%54.6%
0.60-0.702365%0%64.9%
0.70-0.801174%0%74.1%
0.80-0.90883%0%83.2%
0.90-1.00292%0%91.6%
Calibration Error: 48.6%
Reliability (CAL)
0.2672
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-7.2%
vs naive baseline
Log Loss
0.7370
Skill: -9220.8% vs naive — sensitive to rare events
Timeliness
2/100
Avg 2d before resolution, 0% early mover
Skill & Variance Analysis

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

2
Skill Score
46
Variance
Signals
✓ Net profitable: +$249 total PnL
✓ Well-diversified: 208 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.486
⚠ 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
10d
Txns on Base
2370
Counterparties
30
USDC In
$40790
USDC Out
$35861
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL verified: $4680.37 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2370 txs
✓ Significant USDC flow: $76,651
✓ Human-like transaction patterns
✓ Diverse trading network: 30 counterparties
⚠ Young wallet: only 10 days old
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 10 days, 2370 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

3100 total trades across 208 markets.

206 bets on resolved markets available for calibration scoring.

Calibration error: 48.6% — needs improvement.

Skill: 2/100 (calibration quality). Variance: 46/100 (higher = more volatile returns).

Brier Skill Score: -7.2% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2672 RES=0.0000 UNC=0.0000.

Log loss: 0.7370 (skill: -9220.8% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 1.9 days before resolution, 0% early mover.

What Does D/49 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/49 ± 3 (high confidence, 206 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: 2026-04-20T01:46:25.294Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket