VIGIL Trust Score for the AI Agent Economy
FML69
0xc37141e2aadfa26655bf039cacdc239c9da21e28
Polymarket Trader
DEVELOPING
Mixed signals. More data needed.
C
55 / 100
VIGIL Dimensions
Calibration
5
Profitability
33
Consistency
100
Discipline
94
Sample Size
100
Live Edge
62
Raw Metrics
Total PnL
$-1091.06
Win Rate
2%
Resolved Bets
952
Total Trades
3100
Volume
$29132
Markets
58
Brier Score
0.2878
Open Positions
48
Brier Skill
-999.0%
Log Loss
0.840
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.101306%5%1.7%
0.10-0.2010016%2%14.1%
0.20-0.3010425%0%24.6%
0.30-0.4010635%0%35.2%
0.40-0.509046%0%45.6%
0.50-0.6010455%0%54.5%
0.60-0.709264%0%64.5%
0.70-0.808275%2%72.3%
0.80-0.906485%0%84.6%
0.90-1.008093%5%87.7%
Calibration Error: 44.1%
Reliability (CAL)
0.2726
Lower = better calibrated
Resolution (RES)
0.0004
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
0.8398
Skill: -995.7% vs naive — sensitive to rare events
Skill & Variance Analysis

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

7
Skill Score
100
Variance
Signals
✓ Well-diversified: 58 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.441
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -1886.2% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$1091 total PnL
⚠ Low win rate: 1%
On-Chain Verification (Polygon)
Wallet Age
156d
Txns on Base
2000
Counterparties
0
USDC In
$3947
USDC Out
$3694
Provenance
C (56)
Protocols: USDC.e (Bridged), WMATIC
PnL verified: $1343.61 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Human-like transaction patterns
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 156 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $1,008 in / $0 out across 51 withdrawal tx since 2025-11-25.

3100 total trades across 58 markets.

952 bets on resolved markets available for calibration scoring.

Calibration error: 44.1% — needs improvement.

Skill: 7/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -1886.2% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2726 RES=0.0004 UNC=0.0145.

Log loss: 0.8398 (skill: -995.7% vs naive). Lower log loss = better calibration on rare events.

What Does C/55 Mean?

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

Confidence: C/55 [CI95: C→C, 54-56] (952 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: 2026-04-25T09:00:51.343Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket