VIGIL Trust Score for the AI Agent Economy
frog-purple
0xf4c4aa5c09121f746f5c44f86c6c4b1220d9206d
Polymarket Trader
DEVELOPING
Mixed signals. More data needed.
C
57 / 100
VIGIL Dimensions
Calibration
2
Profitability
100
Consistency
59
Discipline
79
Sample Size
100
Live Edge
50
Raw Metrics
Total PnL
$43229.18
Win Rate
1%
Resolved Bets
358
Total Trades
3100
Volume
$39924
Markets
90
Brier Score
0.3567
Open Positions
4
Brier Skill
-999.0%
Log Loss
1.146
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10585%3%1.6%
0.10-0.205816%0%15.7%
0.20-0.304223%0%23.4%
0.30-0.401634%0%33.7%
0.40-0.502045%0%45.1%
0.50-0.601255%0%54.8%
0.60-0.702067%0%66.6%
0.70-0.803075%0%75.5%
0.80-0.903886%0%85.6%
0.90-1.006496%0%95.7%
Calibration Error: 47.7%
Reliability (CAL)
0.3509
Lower = better calibrated
Resolution (RES)
0.0002
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
1.1463
Skill: -3217.8% vs naive — sensitive to rare events
Skill & Variance Analysis

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

3
Skill Score
29
Variance
Signals
✓ Net profitable: +$43229 total PnL
✓ Well-diversified: 90 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: $19,313 total USDC.e received from Polymarket contracts across 137 tx (Polygon)
⚠ Weak Brier score: 0.3567
⚠ Overconfidence bias: 0.477
⚠ Brier Skill Score: -6321.3% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Low win rate: 1%
⚠ PnL divergence: $42152 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
8d
Txns on Base
2000
Counterparties
0
USDC In
$20809
USDC Out
$19732
Provenance
C (48)
Protocols: USDC.e (Bridged)
PnL divergence: $42152.06 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $40,541
✓ Human-like transaction patterns
⚠ Young wallet: only 8 days old
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 8 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $19,313 in / $0 out across 137 withdrawal tx since 2026-04-17.

3100 total trades across 90 markets.

358 bets on resolved markets available for calibration scoring.

Calibration error: 47.7% — needs improvement.

Skill: 3/100 (calibration quality). Variance: 29/100 (higher = more volatile returns).

Brier Skill Score: -6321.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3509 RES=0.0002 UNC=0.0056.

Log loss: 1.1463 (skill: -3217.8% vs naive). Lower log loss = better calibration on rare events.

What Does C/57 Mean?

This trader shows some skill signal, but not enough to clearly distinguish from luck. More data needed.

Confidence: C/57 [CI95: C→C, 55-59] (358 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: 2026-04-25T06:35:49.365Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket