VIGIL Trust Score for the AI Agent Economy
LuckyNumberThirteen
0xd4253cf046d1e7080c2bab443737710d55a9c0e4
Polymarket Trader
DEVELOPING
Mixed signals. More data needed.
C
60 / 100
VIGIL Dimensions
Calibration
34
Profitability
76
Consistency
87
Discipline
91
Sample Size
88
Live Edge
50
Raw Metrics
Total PnL
$4479.49
Win Rate
0%
Resolved Bets
182
Total Trades
3100
Volume
$24967
Markets
112
Brier Score
0.2481
Open Positions
16
Brier Skill
0.8%
Log Loss
0.689
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1029%0%8.8%
0.10-0.201615%0%14.9%
0.20-0.302825%0%24.8%
0.30-0.402636%0%36.2%
0.40-0.503645%0%45.3%
0.50-0.602856%0%56.3%
0.60-0.702266%0%65.5%
0.70-0.802074%0%74.5%
0.80-0.90482%0%82.4%
Calibration Error: 45.9%
Reliability (CAL)
0.2474
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
0.8%
vs naive baseline
Log Loss
0.6889
Skill: -8612.0% vs naive — sensitive to rare events
Skill & Variance Analysis

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

5
Skill Score
21
Variance
Signals
✓ Net profitable: +$4479 total PnL
✓ Well-diversified: 112 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.459
⚠ 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 — 100% of txs with single counterparty
On-Chain Verification (Polygon)
Wallet Age
23d
Txns on Base
3000
Counterparties
4
USDC In
$13358
USDC Out
$9751
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL verified: $872.77 gap between API and on-chain USDC
✓ Heavy on-chain activity: 3000 txs
✓ Significant USDC flow: $23,109
✓ Human-like transaction patterns
⚠ Young wallet: only 23 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Wash trading signal: 100% of txs with single counterparty
Reasoning

On-chain verification: wallet age 23 days, 3000 txs, provenance grade C. Bot score: 0/100, wash trading score: 80/100.

Polymarket on-chain coverage: $8,258 in / $0 out across 24 withdrawal tx since 2026-04-01.

3100 total trades across 112 markets.

182 bets on resolved markets available for calibration scoring.

Calibration error: 45.9% — needs improvement.

Skill: 5/100 (calibration quality). Variance: 21/100 (higher = more volatile returns).

Brier Skill Score: 0.8% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2474 RES=0.0000 UNC=0.0000.

Log loss: 0.6889 (skill: -8612.0% vs naive). Lower log loss = better calibration on rare events.

What Does C/60 Mean?

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

Confidence: C/60 ± 8 (medium confidence, 182 resolved bets). Moderate confidence — score may shift as 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: 2026-04-23T01:13:20.650Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket