VIGIL Trust Score for the AI Agent Economy
trinity42
0x4228048ea2f8f571ff2777cc32baee584c5134cb
Polymarket Trader
DANGER
High probability of further losses.
F
33 / 100
VIGIL Dimensions
Calibration
0
Profitability
0
Consistency
54
Discipline
75
Sample Size
100
Live Edge
60
Raw Metrics
Total PnL
$-63023.24
Win Rate
0%
Resolved Bets
998
Total Trades
3100
Volume
$50873
Markets
744
Brier Score
0.3956
Open Positions
2
Brier Skill
-999.0%
Log Loss
1.329
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.102624%0%4.0%
0.10-0.208814%0%14.1%
0.20-0.306425%0%24.7%
0.30-0.405434%0%34.3%
0.40-0.504245%5%40.2%
0.50-0.603655%6%49.6%
0.60-0.704466%0%65.5%
0.70-0.804675%0%75.1%
0.80-0.907485%0%85.1%
0.90-1.0028896%0%95.7%
Calibration Error: 49.5%
Reliability (CAL)
0.3913
Lower = better calibrated
Resolution (RES)
0.0002
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
1.3288
Skill: -4986.7% 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
16
Variance
Signals
✓ Well-diversified: 744 unique markets
✓ On-chain: diverse counterparty network
⚠ Weak Brier score: 0.3956
⚠ Overconfidence bias: 0.495
⚠ Brier Skill Score: -9811.2% — 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: -$63023 total PnL
⚠ Low win rate: 0%
⚠ PnL divergence: $63023 gap between API and on-chain USDC flows
⚠ On-chain: possible automated trading (bot score: 30)
On-Chain Verification (Polygon)
Wallet Age
84d
Txns on Base
2834
Counterparties
118
USDC In
$1913
USDC Out
$1913
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL divergence: $63023.24 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2834 txs
✓ Diverse counterparties: 118 unique addresses
✓ Diverse trading network: 118 counterparties
⚠ Receive-only wallet: never sent a transaction
⚠ Possible automated trading: 362 burst txs
Reasoning

On-chain verification: wallet age 84 days, 2834 txs, provenance grade B. Bot score: 30/100, wash trading score: 0/100.

Polymarket on-chain coverage: $481 in / $0 out across 51 withdrawal tx since 2026-04-16.

3100 total trades across 744 markets.

998 bets on resolved markets available for calibration scoring.

Calibration error: 49.5% — needs improvement.

Skill: 1/100 (calibration quality). Variance: 16/100 (higher = more volatile returns).

Brier Skill Score: -9811.2% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3913 RES=0.0002 UNC=0.0040.

Log loss: 1.3288 (skill: -4986.7% 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 [CI95: F→F, 32-34] (998 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: 2026-06-30T14:17:48.337Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket