VIGIL Trust Score for the AI Agent Economy
looni4
0xfe30bfdfcc2fb16139b2bea676703fdfd83350cd
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
36 / 100
VIGIL Dimensions
Calibration
11
Profitability
24
Consistency
65
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-419.09
Win Rate
0%
Resolved Bets
252
Total Trades
3100
Volume
$5357
Markets
188
Brier Score
0.4043
Open Positions
0
Brier Skill
-61.7%
Log Loss
1.109
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1091%0%1.3%
0.10-0.20316%0%15.7%
0.20-0.30527%0%26.9%
0.30-0.401436%0%36.2%
0.40-0.505445%0%45.4%
0.50-0.604155%0%55.0%
0.60-0.703865%0%65.1%
0.70-0.803675%0%74.8%
0.80-0.903884%0%84.4%
0.90-1.001495%0%94.6%
Calibration Error: 60.0%
Reliability (CAL)
0.4035
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-61.7%
vs naive baseline
Log Loss
1.1092
Skill: -13927.7% vs naive — sensitive to rare events
Signals
✓ Well-diversified: 188 unique markets
✓ On-chain: 196-day wallet history on Polygon
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Weak Brier score: 0.4043
⚠ Overconfidence bias: 0.600
⚠ Brier Skill Score: -61.7% — 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: -$419 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
196d
Txns on Base
2969
Counterparties
31
USDC In
$5027
USDC Out
$4551
Provenance
B (73)
Protocols: USDC.e (Bridged)
PnL verified: $894.99 gap between API and on-chain USDC
✓ Wallet age: 196 days
✓ Heavy on-chain activity: 2969 txs
✓ Human-like transaction patterns
✓ Diverse trading network: 31 counterparties
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 196 days, 2969 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $3,781 in / $0 out across 44 withdrawal tx since 2025-12-17.

3100 total trades across 188 markets.

252 bets on resolved markets available for calibration scoring.

Calibration error: 60.0% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 17/100 (higher = more volatile returns).

Brier Skill Score: -61.7% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4035 RES=0.0000 UNC=0.0000.

Log loss: 1.1092 (skill: -13927.7% 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] (252 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: 2026-07-01T19:33:18.345Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket