VIGIL Trust Score for the AI Agent Economy
jebron.bames.lond
0xb0c85813a7a4428f1139ff91d3118a92c391fe7f
Polymarket Trader
DEVELOPING
Mixed signals. More data needed.
C
62 / 100
VIGIL Dimensions
Calibration
95
Profitability
0
Consistency
100
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-41419.44
Win Rate
0%
Resolved Bets
1000
Total Trades
3100
Volume
$113487
Markets
777
Brier Score
0.0066
Open Positions
0
Brier Skill
97.4%
Log Loss
0.068
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.109025%0%5.3%
0.10-0.207612%0%11.5%
0.20-0.30220%0%20.0%
0.30-0.402033%0%33.3%
Calibration Error: 6.4%
Reliability (CAL)
0.0059
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
97.4%
vs naive baseline
Log Loss
0.0676
Skill: -754.5% vs naive — sensitive to rare events
Skill & Variance Analysis

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

52
Skill Score
32
Variance
Signals
✓ Strong Brier score: 0.0066
✓ Brier Skill Score: 97.4% better than naive baseline
✓ Well-diversified: 777 unique markets
✓ On-chain: human-like trading patterns
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$41419 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
9d
Txns on Base
2000
Counterparties
0
USDC In
$0
USDC Out
$0
Provenance
D (30)
✓ Heavy on-chain activity: 2000 txs
✓ Human-like transaction patterns
⚠ Young wallet: only 9 days old
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 9 days, 2000 txs, provenance grade D. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $0 in / $0 out across 0 withdrawal tx since never.

3100 total trades across 777 markets.

1000 bets on resolved markets available for calibration scoring.

Calibration error: 6.4% — excellent.

Skill: 52/100 (calibration quality). Variance: 32/100 (higher = more volatile returns).

Brier Skill Score: 97.4% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0059 RES=0.0000 UNC=0.0000.

Log loss: 0.0676 (skill: -754.5% vs naive). Lower log loss = better calibration on rare events.

What Does C/62 Mean?

This trader shows some skill signal, but not enough to clearly distinguish from luck. More data needed.

Confidence: C/62 [CI95: C→C, 62-62] (1000 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.

Share This Score
POST ON X SCORE CARD
Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-07-04T00:28:00.310Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket