VIGIL Trust Score for the AI Agent Economy
Sauvage
0x8d041daff2bca1da51afa3dc1a3f293bd84df014
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
41 / 100
VIGIL Dimensions
Calibration
31
Profitability
20
Consistency
75
Discipline
86
Sample Size
75
Live Edge
34
Raw Metrics
Total PnL
$-191.75
Win Rate
0%
Resolved Bets
98
Total Trades
931
Volume
$1907
Markets
755
Brier Score
0.2551
Open Positions
6
Brier Skill
-2.0%
Log Loss
0.699
Calibration Analysis

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

BucketBetsExpectedActualError
0.10-0.201015%0%15.2%
0.20-0.30824%0%23.8%
0.30-0.401436%0%36.3%
0.40-0.501446%0%45.9%
0.50-0.603056%0%55.7%
0.60-0.701464%0%63.6%
0.70-0.80875%0%74.7%
Calibration Error: 47.4%
Reliability (CAL)
0.2540
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-2.0%
vs naive baseline
Log Loss
0.6992
Skill: -8742.2% vs naive — sensitive to rare events
Skill & Variance Analysis

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

3
Skill Score
9
Variance
Signals
✓ Well-diversified: 755 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.474
⚠ 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: -$192 total PnL
⚠ Low win rate: 0%
On-Chain Verification (Polygon)
Wallet Age
174d
Txns on Base
1572
Counterparties
29
USDC In
$1509
USDC Out
$1498
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL verified: $203.16 gap between API and on-chain USDC
✓ Heavy on-chain activity: 1572 txs
✓ Human-like transaction patterns
✓ Diverse trading network: 29 counterparties
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 174 days, 1572 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

931 total trades across 755 markets.

98 bets on resolved markets available for calibration scoring.

Calibration error: 47.4% — needs improvement.

Skill: 3/100 (calibration quality). Variance: 9/100 (higher = more volatile returns).

Brier Skill Score: -2.0% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2540 RES=0.0000 UNC=0.0000.

Log loss: 0.6992 (skill: -8742.2% vs naive). Lower log loss = better calibration on rare events.

What Does D/41 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/41 ± 8 (medium confidence, 98 resolved bets). Moderate confidence — score may shift as more markets resolve.

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: 2026-04-20T00:31:38.207Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket