VIGIL Trust Score for the AI Agent Economy
Agreeable-Sherbet
0x0f520c68e29957150b32183eacf119e493d15978
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
38 / 100
VIGIL Dimensions
Calibration
20
Profitability
0
Consistency
68
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-8853.36
Win Rate
0%
Resolved Bets
914
Total Trades
2232
Volume
$10986
Markets
843
Brier Score
0.3297
Open Positions
0
Brier Skill
-31.9%
Log Loss
0.947
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10507%0%7.4%
0.10-0.209814%0%14.4%
0.20-0.3012025%0%25.1%
0.30-0.4010835%0%35.0%
0.40-0.508844%0%44.4%
0.50-0.606455%0%54.9%
0.60-0.7010265%0%65.0%
0.70-0.8011874%0%74.3%
0.80-0.909285%0%85.5%
0.90-1.007494%0%94.0%
Calibration Error: 50.6%
Reliability (CAL)
0.3289
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-31.9%
vs naive baseline
Log Loss
0.9470
Skill: -11875.8% vs naive — sensitive to rare events
Signals
✓ Well-diversified: 843 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.506
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -31.9% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$8853 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ PnL divergence: $8853 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
20d
Txns on Base
2000
Counterparties
0
USDC In
$53
USDC Out
$53
Provenance
D (38)
Protocols: USDC.e (Bridged)
PnL divergence: $8853.36 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Human-like transaction patterns
⚠ Young wallet: only 20 days old
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 20 days, 2000 txs, provenance grade D. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $0 in / $0 out across 0 withdrawal tx since never.

2232 total trades across 843 markets.

914 bets on resolved markets available for calibration scoring.

Calibration error: 50.6% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -31.9% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3289 RES=0.0000 UNC=0.0000.

Log loss: 0.9470 (skill: -11875.8% vs naive). Lower log loss = better calibration on rare events.

What Does D/38 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/38 [CI95: D→D, 37-39] (914 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.

Share This Score
POST ON X SCORE CARD
Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-06-30T14:22:26.815Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket