VIGIL Trust Score for the AI Agent Economy
aiwubnndi212
0xc4a9636183448273e6b93f54e5ed589bed113981
Polymarket Trader
DANGER
High probability of further losses.
F
1 / 100
VIGIL Dimensions
Calibration
35
Profitability
40
Consistency
0
Discipline
50
Sample Size
60
Live Edge
40
Raw Metrics
Total PnL
$0.04
Win Rate
47%
Resolved Bets
45
Total Trades
48
Volume
$471
Markets
48
Brier Score
0.3268
Open Positions
0
Brier Skill
-31.3%
Log Loss
1.542
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10391%38%37.5%
0.90-1.00699%100%1.0%
Calibration Error: 32.6%
Reliability (CAL)
0.1216
Lower = better calibrated
Resolution (RES)
0.0438
Higher = stronger opinions
Brier Skill Score
-31.3%
vs naive baseline
Log Loss
1.5418
Skill: -123.1% vs naive — sensitive to rare events
Timeliness
11/100
Avg 8d before resolution, 8% early mover
Skill & Variance Analysis

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

28
Skill Score
19
Variance
Signals
✓ Conservative (underconfident) bias
✓ Net profitable: +$0 total PnL
✓ Well-diversified: 48 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Brier Skill Score: -31.3% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Penny-lottery strategy: 87% of bets at sub-$0.10 — score penalized by 30 pts
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
34d
Txns on Base
2103
Counterparties
30
USDC In
$8712
USDC Out
$8657
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL verified: $54.68 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2103 txs
✓ Significant USDC flow: $17,369
✓ Human-like transaction patterns
✓ Diverse trading network: 30 counterparties
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 34 days, 2103 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

48 total trades across 48 markets.

45 bets on resolved markets available for calibration scoring.

Calibration error: 32.6% — needs improvement.

Skill: 28/100 (calibration quality). Variance: 19/100 (higher = more volatile returns).

Brier Skill Score: -31.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1216 RES=0.0438 UNC=0.2489.

Log loss: 1.5418 (skill: -123.1% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 7.8 days before resolution, 8% early mover.

What Does F/1 Mean?

No demonstrated forecasting skill. This trader performs at or below random chance based on available data.

Confidence: F/1 ± 15 (low confidence, 45 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.

Share This Score
POST ON X SCORE CARD
Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-04-20T01:47:58.556Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket