VIGIL Trust Score for the AI Agent Economy
huckscf
0xc3b377a79eb479350981e0fa9a070a6f39017c1b
Polymarket Trader
DANGER
High probability of further losses.
F
29 / 100
VIGIL Dimensions
Calibration
0
Profitability
0
Consistency
75
Discipline
45
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-5108.54
Win Rate
0%
Resolved Bets
660
Total Trades
3100
Volume
$3853
Markets
30
Brier Score
0.3214
Open Positions
0
Brier Skill
-999.0%
Log Loss
0.953
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10505%0%5.4%
0.10-0.204615%0%15.1%
0.20-0.307825%0%25.2%
0.30-0.408635%2%32.8%
0.40-0.505044%0%43.5%
0.50-0.609056%0%55.9%
0.60-0.7010064%0%64.2%
0.70-0.806874%0%74.5%
0.80-0.903084%0%84.0%
0.90-1.006295%0%95.5%
Calibration Error: 49.8%
Reliability (CAL)
0.3177
Lower = better calibrated
Resolution (RES)
0.0001
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
0.9529
Skill: -4526.2% vs naive — sensitive to rare events
Skill & Variance Analysis

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

0
Skill Score
56
Variance
Signals
✓ Well-diversified: 30 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: $40,643 total USDC.e received from Polymarket contracts across 263 tx (Polygon)
⚠ Overconfidence bias: 0.498
⚠ Brier Skill Score: -10537.3% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Net loss: -$5109 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ PnL divergence: $6704 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
63d
Txns on Base
2822
Counterparties
31
USDC In
$42400
USDC Out
$40805
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL divergence: $6703.89 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2822 txs
✓ Significant USDC flow: $83,205
✓ Human-like transaction patterns
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 63 days, 2822 txs, provenance grade B. Bot score: 10/100, wash trading score: 20/100.

Polymarket on-chain coverage: $40,643 in / $0 out across 263 withdrawal tx since 2026-02-19.

3100 total trades across 30 markets.

660 bets on resolved markets available for calibration scoring.

Calibration error: 49.8% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 56/100 (higher = more volatile returns).

Brier Skill Score: -10537.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3177 RES=0.0001 UNC=0.0030.

Log loss: 0.9529 (skill: -4526.2% vs naive). Lower log loss = better calibration on rare events.

What Does F/29 Mean?

No demonstrated forecasting skill. This trader performs at or below random chance based on available data.

Confidence: F/29 ± 3 (high confidence, 660 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: 2026-04-21T23:11:19.886Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket