VIGIL Trust Score for the AI Agent Economy
sixx7
0xee55214ee3a9ee22a404663c76ca832577df7b04
Polymarket Trader
DEVELOPING
Mixed signals. More data needed.
C
50 / 100
VIGIL Dimensions
Calibration
0
Profitability
100
Consistency
73
Discipline
86
Sample Size
100
Live Edge
27
Raw Metrics
Total PnL
$31674.02
Win Rate
1%
Resolved Bets
868
Total Trades
3100
Volume
$14392
Markets
194
Brier Score
0.3116
Open Positions
8
Brier Skill
-999.0%
Log Loss
0.866
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10247%0%7.1%
0.10-0.204616%9%7.5%
0.20-0.3011225%0%25.3%
0.30-0.4012235%0%34.9%
0.40-0.5013045%0%45.1%
0.50-0.6011054%0%54.3%
0.60-0.7011865%0%65.3%
0.70-0.8010475%0%74.9%
0.80-0.907684%0%84.1%
0.90-1.002693%0%93.5%
Calibration Error: 50.4%
Reliability (CAL)
0.3068
Lower = better calibrated
Resolution (RES)
0.0004
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
0.8664
Skill: -2848.1% vs naive — sensitive to rare events
Skill & Variance Analysis

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

0
Skill Score
29
Variance
Signals
✓ Net profitable: +$31674 total PnL
✓ Well-diversified: 194 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.504
⚠ Brier Skill Score: -6692.3% — 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
⚠ Weak live edge: open positions mostly underwater
⚠ Low win rate: 0%
⚠ PnL divergence: $26916 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
41d
Txns on Base
3000
Counterparties
7
USDC In
$15246
USDC Out
$10489
Provenance
C (58)
Protocols: USDC.e (Bridged)
PnL divergence: $26916.35 gap between API and on-chain USDC
✓ Heavy on-chain activity: 3000 txs
✓ Significant USDC flow: $25,735
✓ Human-like transaction patterns
⚠ Receive-only wallet: never sent a transaction
⚠ Counterparty concentration: 99% with top address
Reasoning

On-chain verification: wallet age 41 days, 3000 txs, provenance grade C. Bot score: 0/100, wash trading score: 50/100.

Polymarket on-chain coverage: $9,846 in / $0 out across 18 withdrawal tx since 2026-03-27.

3100 total trades across 194 markets.

868 bets on resolved markets available for calibration scoring.

Calibration error: 50.4% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 29/100 (higher = more volatile returns).

Brier Skill Score: -6692.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3068 RES=0.0004 UNC=0.0046.

Log loss: 0.8664 (skill: -2848.1% vs naive). Lower log loss = better calibration on rare events.

What Does C/50 Mean?

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

Confidence: C/50 [CI95: D→C, 49-51] (868 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: 2026-05-07T14:41:30.799Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket