VIGIL Trust Score for the AI Agent Economy
syronanno
0x1bbd4be39595b8a2ba03895f38c3f471b4673bed
Polymarket Trader
DANGER
High probability of further losses.
F
24 / 100
VIGIL Dimensions
Calibration
0
Profitability
0
Consistency
5
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-14770.85
Win Rate
0%
Resolved Bets
1000
Total Trades
3100
Volume
$6217
Markets
333
Brier Score
0.3106
Open Positions
0
Brier Skill
-999.0%
Log Loss
0.860
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10206%0%5.8%
0.10-0.2011016%0%16.3%
0.20-0.3022825%0%24.9%
0.30-0.408834%0%34.4%
0.40-0.505444%0%43.8%
0.50-0.605655%0%54.7%
0.60-0.7011865%0%65.4%
0.70-0.8019475%1%74.2%
0.80-0.9011484%0%83.7%
0.90-1.001895%0%94.6%
Calibration Error: 49.4%
Reliability (CAL)
0.3080
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
0.8596
Skill: -5857.9% vs naive — sensitive to rare events
Skill & Variance Analysis

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

1
Skill Score
27
Variance
Signals
✓ Well-diversified: 333 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.494
⚠ Brier Skill Score: -15463.3% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$14771 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
33d
Txns on Base
2000
Counterparties
0
USDC In
$0
USDC Out
$0
Provenance
D (35)
✓ 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 33 days, 2000 txs, provenance grade D. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $0 in / $0 out across 0 withdrawal tx since never.

3100 total trades across 333 markets.

1000 bets on resolved markets available for calibration scoring.

Calibration error: 49.4% — needs improvement.

Skill: 1/100 (calibration quality). Variance: 27/100 (higher = more volatile returns).

Brier Skill Score: -15463.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3080 RES=0.0000 UNC=0.0020.

Log loss: 0.8596 (skill: -5857.9% vs naive). Lower log loss = better calibration on rare events.

What Does F/24 Mean?

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

Confidence: F/24 [CI95: F→F, 23-25] (1000 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.

Share This Score
POST ON X SCORE CARD
Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-06-16T03:21:40.072Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket