VIGIL Trust Score for the AI Agent Economy
markytrader
0x64f8ead26be73d6676a90b939251fb8a64f2d21a
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
42 / 100
VIGIL Dimensions
Calibration
28
Profitability
0
Consistency
96
Discipline
75
Sample Size
100
Live Edge
14
Raw Metrics
Total PnL
$-8910.78
Win Rate
0%
Resolved Bets
998
Total Trades
3100
Volume
$22101
Markets
317
Brier Score
0.2732
Open Positions
2
Brier Skill
-9.3%
Log Loss
0.757
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10246%0%6.2%
0.10-0.202617%0%16.7%
0.20-0.308026%0%26.0%
0.30-0.4013435%0%34.8%
0.40-0.5022246%0%46.0%
0.50-0.6026854%0%54.0%
0.60-0.7013665%0%64.7%
0.70-0.807073%0%73.1%
0.80-0.902084%0%84.0%
0.90-1.001894%0%93.7%
Calibration Error: 49.4%
Reliability (CAL)
0.2724
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-9.3%
vs naive baseline
Log Loss
0.7571
Skill: -9474.8% vs naive — sensitive to rare events
Skill & Variance Analysis

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

1
Skill Score
23
Variance
Signals
✓ Well-diversified: 317 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: $10,045 total USDC.e received from Polymarket contracts across 882 tx (Polygon)
⚠ Overconfidence bias: 0.494
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$8911 total PnL
⚠ Low win rate: 0%
⚠ PnL divergence: $9209 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
136d
Txns on Base
2000
Counterparties
0
USDC In
$10655
USDC Out
$10357
Provenance
C (58)
Protocols: USDC.e (Bridged)
PnL divergence: $9209.46 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $21,012
✓ 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 136 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $10,045 in / $0 out across 882 withdrawal tx since 2026-02-14.

3100 total trades across 317 markets.

998 bets on resolved markets available for calibration scoring.

Calibration error: 49.4% — needs improvement.

Skill: 1/100 (calibration quality). Variance: 23/100 (higher = more volatile returns).

Brier Skill Score: -9.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2724 RES=0.0000 UNC=0.0000.

Log loss: 0.7571 (skill: -9474.8% vs naive). Lower log loss = better calibration on rare events.

What Does D/42 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/42 [CI95: D→D, 41-43] (998 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: 2026-06-30T14:18:25.376Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket