VIGIL Trust Score for the AI Agent Economy
imake1mil
0x775d9de0c72c76a459fadfbb4cd79d5715236beb
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
42 / 100
VIGIL Dimensions
Calibration
29
Profitability
0
Consistency
83
Discipline
75
Sample Size
100
Live Edge
47
Raw Metrics
Total PnL
$-763708.46
Win Rate
0%
Resolved Bets
998
Total Trades
3100
Volume
$127608
Markets
226
Brier Score
0.2738
Open Positions
2
Brier Skill
-9.5%
Log Loss
0.783
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10506%0%6.5%
0.10-0.207015%0%15.2%
0.20-0.3011825%0%25.3%
0.30-0.4015636%0%35.6%
0.40-0.5015645%0%45.5%
0.50-0.6015854%0%54.5%
0.60-0.7012665%0%65.1%
0.70-0.808074%0%74.1%
0.80-0.904685%0%84.7%
0.90-1.003894%0%94.5%
Calibration Error: 47.3%
Reliability (CAL)
0.2730
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-9.5%
vs naive baseline
Log Loss
0.7829
Skill: -9800.8% vs naive — sensitive to rare events
Skill & Variance Analysis

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

3
Skill Score
29
Variance
Signals
✓ Well-diversified: 226 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: $39,631 total USDC.e received from Polymarket contracts across 145 tx (Polygon)
⚠ Overconfidence bias: 0.473
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Net loss: -$763708 total PnL
⚠ Low win rate: 0%
⚠ PnL divergence: $767139 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
78d
Txns on Base
2452
Counterparties
44
USDC In
$64654
USDC Out
$61223
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL divergence: $767138.94 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2452 txs
✓ Significant USDC flow: $125,877
✓ Human-like transaction patterns
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 78 days, 2452 txs, provenance grade B. Bot score: 10/100, wash trading score: 20/100.

Polymarket on-chain coverage: $39,631 in / $0 out across 145 withdrawal tx since 2026-04-16.

3100 total trades across 226 markets.

998 bets on resolved markets available for calibration scoring.

Calibration error: 47.3% — needs improvement.

Skill: 3/100 (calibration quality). Variance: 29/100 (higher = more volatile returns).

Brier Skill Score: -9.5% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2730 RES=0.0000 UNC=0.0000.

Log loss: 0.7829 (skill: -9800.8% vs naive). Lower log loss = better calibration on rare events.

What Does D/42 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/42 [CI95: D→D, 41-43] (998 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: 2026-07-04T00:31:29.992Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket