VIGIL Trust Score for the AI Agent Economy
TAKERNER
0xf418d3a1a941292f9c8707d62a14980c5beb95a3
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
47 / 100
VIGIL Dimensions
Calibration
17
Profitability
35
Consistency
61
Discipline
80
Sample Size
88
Live Edge
47
Raw Metrics
Total PnL
$-1116.83
Win Rate
0%
Resolved Bets
138
Total Trades
3100
Volume
$45861
Markets
121
Brier Score
0.3669
Open Positions
4
Brier Skill
-46.7%
Log Loss
1.455
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10361%0%1.1%
0.10-0.20613%0%13.1%
0.20-0.30426%0%26.0%
0.30-0.40835%0%35.5%
0.40-0.501044%0%44.0%
0.50-0.602853%0%53.4%
0.60-0.70666%0%66.5%
0.70-0.80476%0%75.5%
0.80-0.90282%0%82.0%
0.90-1.003498%0%98.5%
Calibration Error: 48.2%
Reliability (CAL)
0.3664
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-46.7%
vs naive baseline
Log Loss
1.4553
Skill: -18304.2% 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
48
Variance
Signals
✓ Well-diversified: 121 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.3669
⚠ Overconfidence bias: 0.482
⚠ Brier Skill Score: -46.7% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$1117 total PnL
⚠ Low win rate: 0%
On-Chain Verification (Polygon)
Wallet Age
53d
Txns on Base
2000
Counterparties
0
USDC In
$0
USDC Out
$0
Provenance
D (35)
✓ Heavy on-chain activity: 2000 txs
✓ Human-like transaction patterns
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 53 days, 2000 txs, provenance grade D. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $0 in / $0 out across 0 withdrawal tx since never.

3100 total trades across 121 markets.

138 bets on resolved markets available for calibration scoring.

Calibration error: 48.2% — needs improvement.

Skill: 2/100 (calibration quality). Variance: 48/100 (higher = more volatile returns).

Brier Skill Score: -46.7% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3664 RES=0.0000 UNC=0.0000.

Log loss: 1.4553 (skill: -18304.2% vs naive). Lower log loss = better calibration on rare events.

What Does D/47 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/47 [CI95: D→C, 44-50] (138 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: 2026-06-30T14:14:38.172Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket