VIGIL Trust Score for the AI Agent Economy
leocm
0x71fa0acc436ecdc9c36d007060d559604a44da19
Polymarket Trader
DANGER
High probability of further losses.
F
24 / 100
VIGIL Dimensions
Calibration
9
Profitability
0
Consistency
0
Discipline
83
Sample Size
100
Live Edge
16
Raw Metrics
Total PnL
$-10435.53
Win Rate
14%
Resolved Bets
778
Total Trades
3100
Volume
$5252
Markets
232
Brier Score
0.3205
Open Positions
4
Brier Skill
-164.0%
Log Loss
0.883
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10268%62%54.0%
0.10-0.2011816%12%3.8%
0.20-0.3022425%10%14.8%
0.30-0.402233%0%32.7%
0.40-0.50443%0%42.9%
0.50-0.60260%0%59.8%
0.60-0.704467%0%66.9%
0.70-0.8019875%8%67.1%
0.80-0.9011284%21%62.8%
0.90-1.002892%64%27.8%
Calibration Error: 38.8%
Reliability (CAL)
0.2205
Lower = better calibrated
Resolution (RES)
0.0207
Higher = stronger opinions
Brier Skill Score
-164.0%
vs naive baseline
Log Loss
0.8834
Skill: -116.8% vs naive — sensitive to rare events
Skill & Variance Analysis

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

17
Skill Score
22
Variance
Signals
✓ Well-diversified: 232 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.352
⚠ Brier Skill Score: -164.0% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Weak live edge: open positions mostly underwater
⚠ Net loss: -$10436 total PnL
⚠ Low win rate: 14%
⚠ PnL divergence: $11652 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
128d
Txns on Base
2000
Counterparties
0
USDC In
$8619
USDC Out
$7403
Provenance
C (58)
Protocols: USDC.e (Bridged)
PnL divergence: $11651.64 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $16,022
✓ 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 128 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $7,293 in / $1 out across 229 withdrawal tx since 2025-12-24.

3100 total trades across 232 markets.

778 bets on resolved markets available for calibration scoring.

Calibration error: 38.8% — needs improvement.

Skill: 17/100 (calibration quality). Variance: 22/100 (higher = more volatile returns).

Brier Skill Score: -164.0% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2205 RES=0.0207 UNC=0.1214.

Log loss: 0.8834 (skill: -116.8% 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 ± 3 (high confidence, 778 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: 2026-04-20T02:53:44.453Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket