VIGIL Trust Score for the AI Agent Economy
aoe2gamer
0xfb0f17657c9c24293b918adb86362a4d8fc90b02
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
39 / 100
VIGIL Dimensions
Calibration
36
Profitability
40
Consistency
36
Discipline
50
Sample Size
88
Live Edge
40
Raw Metrics
Total PnL
$0
Win Rate
0%
Resolved Bets
125
Total Trades
3100
Volume
$13064
Markets
132
Brier Score
0.2431
Open Positions
0
Brier Skill
2.8%
Log Loss
0.694
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1029%0%8.5%
0.10-0.20517%0%16.8%
0.20-0.301326%0%26.3%
0.30-0.403035%0%35.0%
0.40-0.502545%0%44.7%
0.50-0.602454%0%54.1%
0.60-0.701664%0%64.0%
0.70-0.80376%0%76.2%
0.80-0.90685%0%84.8%
0.90-1.00195%0%94.8%
Calibration Error: 46.1%
Reliability (CAL)
0.2423
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
2.8%
vs naive baseline
Log Loss
0.6937
Skill: -8672.5% vs naive — sensitive to rare events
Skill & Variance Analysis

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

5
Skill Score
18
Variance
Signals
✓ Well-diversified: 132 unique markets
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.461
⚠ 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: 30)
On-Chain Verification (Polygon)
Wallet Age
19d
Txns on Base
2998
Counterparties
30
USDC In
$5609
USDC Out
$3814
Provenance
C (58)
Protocols: USDC.e (Bridged)
✓ Heavy on-chain activity: 2998 txs
✓ Diverse trading network: 30 counterparties
⚠ Young wallet: only 19 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Possible automated trading: 1 burst txs
Reasoning

On-chain verification: wallet age 19 days, 2998 txs, provenance grade C. Bot score: 30/100, wash trading score: 0/100.

Polymarket on-chain coverage: $682 in / $0 out across 3 withdrawal tx since 2026-03-31.

3100 total trades across 132 markets.

125 bets on resolved markets available for calibration scoring.

Calibration error: 46.1% — needs improvement.

Skill: 5/100 (calibration quality). Variance: 18/100 (higher = more volatile returns).

Brier Skill Score: 2.8% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2423 RES=0.0000 UNC=0.0000.

Log loss: 0.6937 (skill: -8672.5% vs naive). Lower log loss = better calibration on rare events.

What Does D/39 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/39 ± 8 (medium confidence, 125 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: 2026-04-20T02:58:05.615Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket