VIGIL Trust Score for the AI Agent Economy
Fuzzy-Copying
0xa95aba4894bff0ccb41f266fa6cef410bce66481
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
44 / 100
VIGIL Dimensions
Calibration
10
Profitability
39
Consistency
36
Discipline
75
Sample Size
60
Live Edge
100
Raw Metrics
Total PnL
$-21.64
Win Rate
0%
Resolved Bets
30
Total Trades
2000
Volume
$4774
Markets
564
Brier Score
0.4198
Open Positions
2
Brier Skill
-67.9%
Log Loss
1.223
Calibration Analysis

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

BucketBetsExpectedActualError
0.10-0.20415%0%15.1%
0.20-0.30225%0%24.8%
0.30-0.40133%0%33.4%
0.40-0.50445%0%44.9%
0.50-0.60353%0%53.4%
0.60-0.70366%0%66.1%
0.70-0.80475%0%74.6%
0.80-0.90685%0%84.7%
0.90-1.00396%0%95.7%
Calibration Error: 59.2%
Reliability (CAL)
0.4192
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-67.9%
vs naive baseline
Log Loss
1.2227
Skill: -15363.5% vs naive — sensitive to rare events
Timeliness
3/100
Avg 3d before resolution, 0% early mover
Signals
✓ Well-diversified: 564 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.4198
⚠ Overconfidence bias: 0.592
⚠ Brier Skill Score: -67.9% — 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: wash trading signal — 86% of txs with single counterparty
On-Chain Verification (Polygon)
Wallet Age
18d
Txns on Base
2298
Counterparties
4
USDC In
$5855
USDC Out
$5418
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL verified: $458.07 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2298 txs
✓ Significant USDC flow: $11,273
✓ 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, 2298 txs, provenance grade C. Bot score: 0/100, wash trading score: 80/100.

2000 total trades across 564 markets.

30 bets on resolved markets available for calibration scoring.

Calibration error: 59.2% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 20/100 (higher = more volatile returns).

Brier Skill Score: -67.9% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4192 RES=0.0000 UNC=0.0000.

Log loss: 1.2227 (skill: -15363.5% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 3.1 days before resolution, 0% early mover.

What Does D/44 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/44 ± 15 (low confidence, 30 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: 2026-04-20T01:43:29.401Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket