VIGIL Trust Score for the AI Agent Economy
juzoh
0xe2a713a10ad4cc905c04631fbf761a42981182eb
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
46 / 100
VIGIL Dimensions
Calibration
8
Profitability
37
Consistency
65
Discipline
75
Sample Size
88
Live Edge
80
Raw Metrics
Total PnL
$-72.08
Win Rate
0%
Resolved Bets
244
Total Trades
1514
Volume
$4138
Markets
267
Brier Score
0.4324
Open Positions
2
Brier Skill
-72.9%
Log Loss
1.176
Calibration Analysis

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

BucketBetsExpectedActualError
0.10-0.20614%0%14.3%
0.20-0.30826%0%26.3%
0.30-0.401835%0%35.3%
0.40-0.502946%0%45.9%
0.50-0.604055%0%55.5%
0.60-0.704865%0%64.8%
0.70-0.804474%0%74.3%
0.80-0.903785%0%85.1%
0.90-1.001495%0%95.2%
Calibration Error: 62.9%
Reliability (CAL)
0.4316
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-72.9%
vs naive baseline
Log Loss
1.1763
Skill: -14775.9% vs naive — sensitive to rare events
Timeliness
2/100
Avg 2d before resolution, 0% early mover
Signals
✓ Well-diversified: 267 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.4324
⚠ Overconfidence bias: 0.629
⚠ Brier Skill Score: -72.9% — performing worse than naive baseline
⚠ 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
⚠ Low win rate: 0%
⚠ On-chain: wallet only 4 days old on Polygon
⚠ On-chain: wash trading signal — 95% of txs with single counterparty
On-Chain Verification (Polygon)
Wallet Age
4d
Txns on Base
2040
Counterparties
2
USDC In
$5565
USDC Out
$5013
Provenance
C (43)
Protocols: USDC.e (Bridged)
PnL verified: $624.22 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2040 txs
✓ Significant USDC flow: $10,577
✓ Human-like transaction patterns
⚠ Very new wallet: 4 days old — possible sybil
⚠ Limited counterparties: only 2 unique addresses
⚠ Receive-only wallet: never sent a transaction
⚠ Wash trading signal: 95% of txs with single counterparty
Reasoning

On-chain verification: wallet age 4 days, 2040 txs, provenance grade C. Bot score: 0/100, wash trading score: 80/100.

1514 total trades across 267 markets.

244 bets on resolved markets available for calibration scoring.

Calibration error: 62.9% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 16/100 (higher = more volatile returns).

Brier Skill Score: -72.9% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4316 RES=0.0000 UNC=0.0000.

Log loss: 1.1763 (skill: -14775.9% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 1.8 days before resolution, 0% early mover.

What Does D/46 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/46 ± 3 (high confidence, 244 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: 2026-04-20T01:49:33.098Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket