VIGIL Trust Score for the AI Agent Economy
Bonereaper
0xeebde7a0e019a63e6b476eb425505b7b3e6eba30
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
38 / 100
VIGIL Dimensions
Calibration
0
Profitability
0
Consistency
58
Discipline
86
Sample Size
100
Live Edge
52
Raw Metrics
Total PnL
$-112020.12
Win Rate
3%
Resolved Bets
996
Total Trades
5000
Volume
$59456
Markets
291
Brier Score
0.4136
Open Positions
4
Brier Skill
-999.0%
Log Loss
1.254
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.101165%5%0.5%
0.10-0.2014615%4%10.5%
0.20-0.308624%9%15.1%
0.30-0.405634%7%26.6%
0.40-0.504645%0%45.0%
0.50-0.604856%4%51.7%
0.60-0.704065%0%65.4%
0.70-0.8011077%0%76.6%
0.80-0.9019885%1%83.8%
0.90-1.0015095%1%94.0%
Calibration Error: 50.9%
Reliability (CAL)
0.3843
Lower = better calibrated
Resolution (RES)
0.0008
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
1.2544
Skill: -828.1% vs naive — sensitive to rare events
Skill & Variance Analysis

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

0
Skill Score
100
Variance
Signals
✓ Well-diversified: 291 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: $39,622 total USDC.e received from Polymarket contracts across 29 tx (Polygon)
⚠ Weak Brier score: 0.4136
⚠ Overconfidence bias: 0.507
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -1315.7% — 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: -$112020 total PnL
⚠ Low win rate: 3%
⚠ PnL divergence: $136105 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
123d
Txns on Base
2000
Counterparties
0
USDC In
$67701
USDC Out
$43616
Provenance
C (58)
Protocols: USDC.e (Bridged)
PnL divergence: $136104.9 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 123 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.

5000 total trades across 291 markets.

996 bets on resolved markets available for calibration scoring.

Calibration error: 50.9% — needs improvement.

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

Brier Skill Score: -1315.7% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3843 RES=0.0008 UNC=0.0292.

Log loss: 1.2544 (skill: -828.1% 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] (996 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.

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Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-07-26T10:49:37.122Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket