VIGIL Trust Score for the AI Agent Economy
Bonereaper
0xeebde7a0e019a63e6b476eb425505b7b3e6eba30
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
41 / 100
VIGIL Dimensions
Calibration
10
Profitability
19
Consistency
52
Discipline
93
Sample Size
75
Live Edge
51
Raw Metrics
Total PnL
$-5564.46
Win Rate
16%
Resolved Bets
86
Total Trades
3100
Volume
$53302
Markets
65
Brier Score
0.3259
Open Positions
20
Brier Skill
-139.1%
Log Loss
1.071
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10102%20%18.0%
0.10-0.201417%14%2.6%
0.20-0.301427%14%12.2%
0.30-0.40634%67%32.3%
0.40-0.50844%0%44.5%
0.50-0.60856%0%55.9%
0.60-0.70467%0%67.1%
0.70-0.80476%0%76.0%
0.80-0.90283%0%83.4%
0.90-1.001696%25%71.5%
Calibration Error: 38.0%
Reliability (CAL)
0.2202
Lower = better calibrated
Resolution (RES)
0.0274
Higher = stronger opinions
Brier Skill Score
-139.1%
vs naive baseline
Log Loss
1.0715
Skill: -141.2% vs naive — sensitive to rare events
Skill & Variance Analysis

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

19
Skill Score
96
Variance
Signals
✓ Well-diversified: 65 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: $39,622 total USDC.e received from Polymarket contracts across 29 tx (Polygon)
⚠ Overconfidence bias: 0.293
⚠ High luck component: 96/100 — returns may not persist
⚠ Brier Skill Score: -139.1% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$5564 total PnL
⚠ Low win rate: 16%
⚠ PnL divergence: $29649 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
76d
Txns on Base
2000
Counterparties
0
USDC In
$67701
USDC Out
$43616
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL divergence: $29649.24 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $111,317
✓ Human-like transaction patterns
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 76 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $39,622 in / $0 out across 29 withdrawal tx since 2026-03-25.

3100 total trades across 65 markets.

86 bets on resolved markets available for calibration scoring.

Calibration error: 38.0% — needs improvement.

Skill: 19/100 (calibration quality). Variance: 96/100 (higher = more volatile returns).

Brier Skill Score: -139.1% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2202 RES=0.0274 UNC=0.1363.

Log loss: 1.0715 (skill: -141.2% 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 [CI95: D→D, 37-44] (86 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: 2026-06-09T21:52:45.341Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket