VIGIL Trust Score for the AI Agent Economy
Trader 0xff77e4...
0xff77e4e9eecb887b687ddd0bfee053c6df131be5
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
41 / 100
VIGIL Dimensions
Calibration
13
Profitability
38
Consistency
19
Discipline
97
Sample Size
75
Live Edge
49
Raw Metrics
Total PnL
$-31.46
Win Rate
63%
Resolved Bets
60
Total Trades
2000
Volume
$3768
Markets
332
Brier Score
0.4147
Open Positions
32
Brier Skill
-78.6%
Log Loss
1.321
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10124%100%95.9%
0.10-0.20615%100%85.1%
0.20-0.30824%50%26.2%
0.30-0.40435%0%35.0%
0.40-0.50845%50%5.2%
0.50-0.601056%40%15.6%
0.60-0.70261%0%61.5%
0.70-0.80476%50%26.0%
0.80-0.90483%100%16.7%
0.90-1.00297%100%2.6%
Calibration Error: 41.8%
Reliability (CAL)
0.2971
Lower = better calibrated
Resolution (RES)
0.1089
Higher = stronger opinions
Brier Skill Score
-78.6%
vs naive baseline
Log Loss
1.3212
Skill: -101.0% vs naive — sensitive to rare events
Skill & Variance Analysis

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

27
Skill Score
84
Variance
Signals
✓ Conservative (underconfident) bias
✓ Strong resolution/discrimination: forecasts meaningfully diverge from base rate
✓ Strong win rate: 63%
✓ Well-diversified: 332 unique markets
✓ On-chain: multi-protocol user (USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter)
⚠ Weak Brier score: 0.4147
⚠ High luck component: 84/100 — returns may not persist
⚠ Brier Skill Score: -78.6% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ On-chain: possible automated trading (bot score: 50)
On-Chain Verification (Polygon)
Wallet Age
8d
Txns on Base
2491
Counterparties
11
USDC In
$3846
USDC Out
$3783
Provenance
B (60)
Protocols: USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter
PnL verified: $94.19 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2491 txs
⚠ Young wallet: only 8 days old
⚠ Possible automated trading: 17 burst txs
Reasoning

On-chain verification: wallet age 8 days, 2491 txs, provenance grade B. Bot score: 50/100, wash trading score: 20/100.

2000 total trades across 332 markets.

60 bets on resolved markets available for calibration scoring.

Calibration error: 41.8% — needs improvement.

Skill: 27/100 (calibration quality). Variance: 84/100 (higher = more volatile returns).

Brier Skill Score: -78.6% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2971 RES=0.1089 UNC=0.2322.

Log loss: 1.3212 (skill: -101.0% 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, 60 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: 2026-04-20T00:31:44.292Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket