VIGIL Trust Score for the AI Agent Economy
Ceoooq
0xbfe2ca560e558fa0d6868319e88cf84a076c8c49
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
49 / 100
VIGIL Dimensions
Calibration
6
Profitability
64
Consistency
8
Discipline
82
Sample Size
60
Live Edge
97
Raw Metrics
Total PnL
$21952.57
Win Rate
15%
Resolved Bets
33
Total Trades
235
Volume
$185081
Markets
107
Brier Score
0.3535
Open Positions
10
Brier Skill
-175.0%
Log Loss
1.054
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1033%0%3.3%
0.10-0.20314%33%19.0%
0.20-0.30725%43%18.2%
0.30-0.40235%0%34.7%
0.40-0.50443%0%42.9%
0.50-0.60255%0%54.5%
0.60-0.70466%25%41.2%
0.70-0.80375%0%75.2%
0.80-0.90188%0%88.2%
0.90-1.00494%0%94.1%
Calibration Error: 42.4%
Reliability (CAL)
0.2608
Lower = better calibrated
Resolution (RES)
0.0337
Higher = stronger opinions
Brier Skill Score
-175.0%
vs naive baseline
Log Loss
1.0538
Skill: -147.8% vs naive — sensitive to rare events
Timeliness
74/100
Avg 47d before resolution, 66% early mover
Skill & Variance Analysis

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

15
Skill Score
96
Variance
Signals
✓ Early mover: avg 47 days before resolution
✓ Strong live edge: 10 open positions trending profitable
✓ Net profitable: +$21953 total PnL
✓ Well-diversified: 107 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.3535
⚠ Overconfidence bias: 0.312
⚠ High luck component: 96/100 — returns may not persist
⚠ Brier Skill Score: -175.0% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Low win rate: 15%
On-Chain Verification (Polygon)
Wallet Age
103d
Txns on Base
418
Counterparties
0
USDC In
$148500
USDC Out
$133876
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL verified: $7328.37 gap between API and on-chain USDC
✓ Active on-chain: 418 txs
✓ Significant USDC flow: $282,376
✓ 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 103 days, 418 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

235 total trades across 107 markets.

33 bets on resolved markets available for calibration scoring.

Calibration error: 42.4% — needs improvement.

Skill: 15/100 (calibration quality). Variance: 96/100 (higher = more volatile returns).

Brier Skill Score: -175.0% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2608 RES=0.0337 UNC=0.1286.

Log loss: 1.0538 (skill: -147.8% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 47.4 days before resolution, 66% early mover.

What Does D/49 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/49 ± 15 (low confidence, 33 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: 2026-04-20T00:32:29.050Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket