VIGIL Trust Score for the AI Agent Economy
Trader 0x89878c...
0x89878c25fe61899e1d6fabec2d058c64c10902f3
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
40 / 100
VIGIL Dimensions
Calibration
46
Profitability
16
Consistency
0
Discipline
90
Sample Size
60
Live Edge
49
Raw Metrics
Total PnL
$-4438.92
Win Rate
42%
Resolved Bets
38
Total Trades
486
Volume
$36300
Markets
92
Brier Score
0.268
Open Positions
24
Brier Skill
-9.9%
Log Loss
0.733
Calibration Analysis

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

BucketBetsExpectedActualError
0.20-0.30828%75%47.3%
0.30-0.401032%20%11.6%
0.40-0.50844%50%6.2%
0.50-0.60655%0%55.0%
0.60-0.70463%50%13.1%
0.70-0.80274%100%26.0%
Calibration Error: 25.7%
Reliability (CAL)
0.1046
Lower = better calibrated
Resolution (RES)
0.0832
Higher = stronger opinions
Brier Skill Score
-9.9%
vs naive baseline
Log Loss
0.7328
Skill: -7.7% 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
100
Variance
Signals
✓ Strong resolution/discrimination: forecasts meaningfully diverge from base rate
✓ Well-diversified: 92 unique markets
✓ On-chain: multi-protocol user (USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter)
⚠ High luck component: 100/100 — returns may not persist
⚠ Net loss: -$4439 total PnL
⚠ On-chain: possible automated trading (bot score: 40)
On-Chain Verification (Polygon)
Wallet Age
66d
Txns on Base
822
Counterparties
9
USDC In
$37191
USDC Out
$37185
Provenance
B (65)
Protocols: USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter
PnL verified: $4444.76 gap between API and on-chain USDC
✓ Heavy on-chain activity: 822 txs
✓ Significant USDC flow: $74,377
⚠ Possible automated trading: 27 burst txs
Reasoning

On-chain verification: wallet age 66 days, 822 txs, provenance grade B. Bot score: 40/100, wash trading score: 20/100.

486 total trades across 92 markets.

38 bets on resolved markets available for calibration scoring.

Calibration error: 25.7% — needs improvement.

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

Brier Skill Score: -9.9% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1046 RES=0.0832 UNC=0.2438.

Log loss: 0.7328 (skill: -7.7% 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, 38 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: 2026-04-20T00:34:57.723Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket