VIGIL Trust Score for the AI Agent Economy
cry.eth2
0xe3726a1b9c6ba2f06585d1c9e01d00afaedaeb38
Polymarket Trader
DEVELOPING
Mixed signals. More data needed.
C
57 / 100
VIGIL Dimensions
Calibration
96
Profitability
0
Consistency
100
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-1775436.86
Win Rate
0%
Resolved Bets
1000
Total Trades
2000
Volume
$6491
Markets
667
Brier Score
0.0116
Open Positions
0
Brier Skill
95.4%
Log Loss
0.056
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.108962%0%1.9%
0.10-0.202015%0%14.8%
0.20-0.304424%0%24.0%
0.30-0.401232%0%32.1%
0.40-0.50647%0%47.5%
0.50-0.602250%0%50.0%
Calibration Error: 4.8%
Reliability (CAL)
0.0114
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
95.4%
vs naive baseline
Log Loss
0.0562
Skill: -610.1% vs naive — sensitive to rare events
Skill & Variance Analysis

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

54
Skill Score
62
Variance
Signals
✓ Strong Brier score: 0.0116
✓ Brier Skill Score: 95.4% better than naive baseline
✓ Well-diversified: 667 unique markets
✓ On-chain: 554-day wallet history on Polygon
⚠ 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: -$1775437 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ PnL divergence: $1775476 gap between API and on-chain USDC flows
⚠ On-chain: possible automated trading (bot score: 30)
On-Chain Verification (Polygon)
Wallet Age
554d
Txns on Base
2710
Counterparties
11
USDC In
$1715
USDC Out
$1676
Provenance
B (76)
Protocols: USDC, USDC.e (Bridged)
PnL divergence: $1775475.91 gap between API and on-chain USDC
✓ Wallet age: 554 days (mature)
✓ Heavy on-chain activity: 2710 txs
⚠ Receive-only wallet: never sent a transaction
⚠ Possible automated trading: 10 burst txs
Reasoning

On-chain verification: wallet age 554 days, 2710 txs, provenance grade B. Bot score: 30/100, wash trading score: 20/100.

2000 total trades across 667 markets.

1000 bets on resolved markets available for calibration scoring.

Calibration error: 4.8% — excellent.

Skill: 54/100 (calibration quality). Variance: 62/100 (higher = more volatile returns).

Brier Skill Score: 95.4% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0114 RES=0.0000 UNC=0.0000.

Log loss: 0.0562 (skill: -610.1% vs naive). Lower log loss = better calibration on rare events.

What Does C/57 Mean?

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

Confidence: C/57 ± 3 (high confidence, 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.

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Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-04-20T00:36:41.376Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket