VIGIL Trust Score for the AI Agent Economy
Quizzical-Capon
0x708a7bf01fe9669102b3a2f60b7ff0bd6d3365a9
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
45 / 100
VIGIL Dimensions
Calibration
10
Profitability
39
Consistency
39
Discipline
75
Sample Size
60
Live Edge
100
Raw Metrics
Total PnL
$-33.37
Win Rate
0%
Resolved Bets
32
Total Trades
2000
Volume
$4939
Markets
630
Brier Score
0.4194
Open Positions
2
Brier Skill
-67.8%
Log Loss
1.226
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1028%0%7.6%
0.10-0.20118%0%18.5%
0.20-0.30325%0%24.9%
0.30-0.40236%0%36.4%
0.40-0.50545%0%45.0%
0.50-0.60353%0%52.5%
0.60-0.70164%0%63.9%
0.70-0.80575%0%74.9%
0.80-0.90785%0%84.8%
0.90-1.00397%0%97.0%
Calibration Error: 59.0%
Reliability (CAL)
0.4190
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-67.8%
vs naive baseline
Log Loss
1.2264
Skill: -15410.1% vs naive — sensitive to rare events
Timeliness
3/100
Avg 3d before resolution, 0% early mover
Signals
✓ Well-diversified: 630 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.4194
⚠ Overconfidence bias: 0.590
⚠ Brier Skill Score: -67.8% — 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: wash trading signal — 86% of txs with single counterparty
On-Chain Verification (Polygon)
Wallet Age
18d
Txns on Base
2285
Counterparties
4
USDC In
$5726
USDC Out
$5405
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL verified: $354.97 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2285 txs
✓ Significant USDC flow: $11,131
✓ Human-like transaction patterns
⚠ Young wallet: only 18 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Wash trading signal: 86% of txs with single counterparty
Reasoning

On-chain verification: wallet age 18 days, 2285 txs, provenance grade C. Bot score: 0/100, wash trading score: 80/100.

2000 total trades across 630 markets.

32 bets on resolved markets available for calibration scoring.

Calibration error: 59.0% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 17/100 (higher = more volatile returns).

Brier Skill Score: -67.8% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4190 RES=0.0000 UNC=0.0000.

Log loss: 1.2264 (skill: -15410.1% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 3.4 days before resolution, 0% early mover.

What Does D/45 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/45 ± 15 (low confidence, 32 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: 2026-04-20T01:43:01.626Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket