VIGIL Trust Score for the AI Agent Economy
tradingis
0x4f861888aeb2082bddd1aa66b7866c860d32ef4e
Polymarket Trader
DANGER
High probability of further losses.
F
33 / 100
VIGIL Dimensions
Calibration
12
Profitability
0
Consistency
64
Discipline
80
Sample Size
100
Live Edge
39
Raw Metrics
Total PnL
$-6215.24
Win Rate
12%
Resolved Bets
298
Total Trades
3100
Volume
$7904
Markets
74
Brier Score
0.3007
Open Positions
6
Brier Skill
-183.1%
Log Loss
0.850
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10367%17%9.8%
0.10-0.204216%14%2.1%
0.20-0.302225%18%6.5%
0.30-0.403234%6%28.0%
0.40-0.503645%6%39.7%
0.50-0.602853%29%24.8%
0.60-0.703464%18%46.8%
0.70-0.803475%0%75.0%
0.80-0.902686%8%78.0%
0.90-1.00892%0%91.7%
Calibration Error: 35.3%
Reliability (CAL)
0.1996
Lower = better calibrated
Resolution (RES)
0.0066
Higher = stronger opinions
Brier Skill Score
-183.1%
vs naive baseline
Log Loss
0.8499
Skill: -130.6% vs naive — sensitive to rare events
Skill & Variance Analysis

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

19
Skill Score
100
Variance
Signals
✓ Well-diversified: 74 unique markets
⚠ Overconfidence bias: 0.329
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -183.1% — 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
⚠ Net loss: -$6215 total PnL
⚠ Low win rate: 12%
⚠ PnL divergence: $6483 gap between API and on-chain USDC flows
⚠ On-chain: bot-like trading patterns detected (bot score: 60)
On-Chain Verification (Polygon)
Wallet Age
12d
Txns on Base
2925
Counterparties
31
USDC In
$11309
USDC Out
$11041
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL divergence: $6483.01 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2925 txs
✓ Significant USDC flow: $22,350
⚠ Young wallet: only 12 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Bot-like behavior detected: 234 burst txs, median interval 10s
Reasoning

On-chain verification: wallet age 12 days, 2925 txs, provenance grade B. Bot score: 60/100, wash trading score: 20/100.

Polymarket on-chain coverage: $8,680 in / $0 out across 26 withdrawal tx since 2026-04-11.

3100 total trades across 74 markets.

298 bets on resolved markets available for calibration scoring.

Calibration error: 35.3% — needs improvement.

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

Brier Skill Score: -183.1% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1996 RES=0.0066 UNC=0.1062.

Log loss: 0.8499 (skill: -130.6% vs naive). Lower log loss = better calibration on rare events.

What Does F/33 Mean?

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

Confidence: F/33 ± 3 (high confidence, 298 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: 2026-04-23T06:10:46.290Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket