VIGIL Trust Score for the AI Agent Economy
Trader 0x43f584...
0x43f584fcb5e9debd0db1ff03d7ab3eb4981140d0
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
40 / 100
VIGIL Dimensions
Calibration
47
Profitability
31
Consistency
0
Discipline
99
Sample Size
60
Live Edge
29
Raw Metrics
Total PnL
$-261.84
Win Rate
33%
Resolved Bets
30
Total Trades
841
Volume
$6038
Markets
803
Brier Score
0.2587
Open Positions
66
Brier Skill
-16.4%
Log Loss
0.711
Calibration Analysis

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

BucketBetsExpectedActualError
0.30-0.40439%0%39.0%
0.40-0.502042%50%8.4%
0.50-0.60658%0%58.3%
Calibration Error: 22.5%
Reliability (CAL)
0.0930
Lower = better calibrated
Resolution (RES)
0.0556
Higher = stronger opinions
Brier Skill Score
-16.4%
vs naive baseline
Log Loss
0.7105
Skill: -11.6% vs naive — sensitive to rare events
Skill & Variance Analysis

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

42
Skill Score
40
Variance
Signals
✓ Strong resolution/discrimination: forecasts meaningfully diverge from base rate
✓ Well-diversified: 803 unique markets
✓ On-chain: multi-protocol user (USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter)
⚠ Overconfidence bias: 0.113
⚠ Brier Skill Score: -16.4% — performing worse than naive baseline
⚠ Weak live edge: open positions mostly underwater
⚠ Net loss: -$262 total PnL
⚠ Low win rate: 33%
⚠ On-chain: possible automated trading (bot score: 40)
On-Chain Verification (Polygon)
Wallet Age
58d
Txns on Base
2282
Counterparties
7
USDC In
$7092
USDC Out
$6828
Provenance
B (65)
Protocols: USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter
PnL verified: $526.07 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2282 txs
✓ Significant USDC flow: $13,920
⚠ Possible automated trading: 92 burst txs
⚠ Counterparty concentration: 76% with top address
Reasoning

On-chain verification: wallet age 58 days, 2282 txs, provenance grade B. Bot score: 40/100, wash trading score: 50/100.

841 total trades across 803 markets.

30 bets on resolved markets available for calibration scoring.

Calibration error: 22.5% — needs improvement.

Skill: 42/100 (calibration quality). Variance: 40/100 (higher = more volatile returns).

Brier Skill Score: -16.4% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0930 RES=0.0556 UNC=0.2222.

Log loss: 0.7105 (skill: -11.6% vs naive). Lower log loss = better calibration on rare events.

What Does D/40 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/40 ± 15 (low confidence, 30 resolved bets). Low confidence — take this score with a grain of salt until 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: 2026-04-20T00:32:54.131Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket