VIGIL Trust Score for the AI Agent Economy
emacron
0x1f624696c102b99bea92c75a502fa7e4a6d676f6
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
41 / 100
VIGIL Dimensions
Calibration
45
Profitability
41
Consistency
0
Discipline
99
Sample Size
60
Live Edge
55
Raw Metrics
Total PnL
$482.32
Win Rate
47%
Resolved Bets
34
Total Trades
2000
Volume
$136619
Markets
1001
Brier Score
0.306
Open Positions
106
Brier Skill
-22.8%
Log Loss
0.814
Calibration Analysis

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

BucketBetsExpectedActualError
0.20-0.30625%67%41.3%
0.30-0.40240%100%60.0%
0.40-0.501044%40%3.6%
0.50-0.60852%50%2.4%
0.60-0.70265%0%65.4%
0.70-0.80672%33%38.7%
Calibration Error: 23.1%
Reliability (CAL)
0.1034
Lower = better calibrated
Resolution (RES)
0.0413
Higher = stronger opinions
Brier Skill Score
-22.8%
vs naive baseline
Log Loss
0.8137
Skill: -17.7% vs naive — sensitive to rare events
Skill & Variance Analysis

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

39
Skill Score
100
Variance
Signals
✓ Net profitable: +$482 total PnL
✓ Well-diversified: 1001 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -22.8% — performing worse than naive baseline
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
On-Chain Verification (Polygon)
Wallet Age
91d
Txns on Base
2914
Counterparties
32
USDC In
$53191
USDC Out
$45203
Provenance
B (73)
Protocols: USDC.e (Bridged)
PnL verified: $7505.85 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2914 txs
✓ Significant USDC flow: $98,395
✓ Human-like transaction patterns
✓ Diverse trading network: 32 counterparties
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 91 days, 2914 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

2000 total trades across 1001 markets.

34 bets on resolved markets available for calibration scoring.

Calibration error: 23.1% — needs improvement.

Skill: 39/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -22.8% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1034 RES=0.0413 UNC=0.2491.

Log loss: 0.8137 (skill: -17.7% 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 ± 15 (low confidence, 34 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: 2026-04-20T00:36:47.667Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket