VIGIL Trust Score for the AI Agent Economy
Noxious-Auditorium
0x546a5166295433ddda571cde5d077fc46abd1988
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
43 / 100
VIGIL Dimensions
Calibration
2
Profitability
0
Consistency
66
Discipline
95
Sample Size
100
Live Edge
65
Raw Metrics
Total PnL
$-4510.13
Win Rate
0%
Resolved Bets
785
Total Trades
3100
Volume
$18491
Markets
1869
Brier Score
0.2455
Open Positions
24
Brier Skill
-999.0%
Log Loss
0.693
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%9.5%
0.10-0.202617%0%16.6%
0.20-0.308626%0%25.7%
0.30-0.4012435%0%35.3%
0.40-0.5021446%0%45.8%
0.50-0.6020253%0%53.4%
0.60-0.705665%0%65.5%
0.70-0.805274%2%71.7%
0.80-0.901684%13%71.9%
0.90-1.00792%0%92.4%
Calibration Error: 46.9%
Reliability (CAL)
0.2412
Lower = better calibrated
Resolution (RES)
0.0003
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
0.6931
Skill: -2662.7% vs naive — sensitive to rare events
Skill & Variance Analysis

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

4
Skill Score
23
Variance
Signals
✓ Well-diversified: 1869 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.469
⚠ Brier Skill Score: -6349.4% — 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: -$4510 total PnL
⚠ Low win rate: 0%
⚠ PnL divergence: $4653 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
67d
Txns on Base
2000
Counterparties
0
USDC In
$6801
USDC Out
$6658
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL divergence: $4653.21 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $13,459
✓ 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 67 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $6,431 in / $0 out across 753 withdrawal tx since 2026-02-15.

3100 total trades across 1869 markets.

785 bets on resolved markets available for calibration scoring.

Calibration error: 46.9% — needs improvement.

Skill: 4/100 (calibration quality). Variance: 23/100 (higher = more volatile returns).

Brier Skill Score: -6349.4% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2412 RES=0.0003 UNC=0.0038.

Log loss: 0.6931 (skill: -2662.7% vs naive). Lower log loss = better calibration on rare events.

What Does D/43 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/43 ± 3 (high confidence, 785 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: 2026-04-21T19:51:58.480Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket