VIGIL Trust Score for the AI Agent Economy
Onik369
0x5480c3156efff66f378a1d6c3cbcde1b0b9cd9d2
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
37 / 100
VIGIL Dimensions
Calibration
23
Profitability
0
Consistency
55
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-12470.7
Win Rate
0%
Resolved Bets
1000
Total Trades
3100
Volume
$12576
Markets
834
Brier Score
0.3482
Open Positions
0
Brier Skill
-39.3%
Log Loss
1.240
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.103403%0%3.2%
0.10-0.207215%0%14.7%
0.20-0.308426%0%25.6%
0.30-0.406634%0%33.9%
0.40-0.501843%0%43.1%
0.50-0.602455%0%54.6%
0.60-0.703465%0%64.9%
0.70-0.804675%0%74.9%
0.80-0.905885%0%85.4%
0.90-1.0025896%0%96.4%
Calibration Error: 44.1%
Reliability (CAL)
0.3475
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-39.3%
vs naive baseline
Log Loss
1.2405
Skill: -15588.6% vs naive — sensitive to rare events
Skill & Variance Analysis

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

7
Skill Score
21
Variance
Signals
✓ Well-diversified: 834 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.441
⚠ Brier Skill Score: -39.3% — 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: -$12471 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
54d
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 54 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 834 markets.

1000 bets on resolved markets available for calibration scoring.

Calibration error: 44.1% — needs improvement.

Skill: 7/100 (calibration quality). Variance: 21/100 (higher = more volatile returns).

Brier Skill Score: -39.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3475 RES=0.0000 UNC=0.0000.

Log loss: 1.2405 (skill: -15588.6% vs naive). Lower log loss = better calibration on rare events.

What Does D/37 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/37 [CI95: D→D, 36-38] (1000 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: 2026-06-30T14:22:57.085Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket