VIGIL Trust Score for the AI Agent Economy
Trader 0xa73828...
0xa738285bdaa601d72b0920176e8ac30abbef07c1
Polymarket Trader
DANGER
High probability of further losses.
F
33 / 100
VIGIL Dimensions
Calibration
0
Profitability
0
Consistency
100
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-35399.37
Win Rate
0%
Resolved Bets
1000
Total Trades
3100
Volume
$29512
Markets
726
Brier Score
0.5932
Open Positions
0
Brier Skill
-137.3%
Log Loss
1.616
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10443%0%3.2%
0.10-0.20416%0%15.8%
0.50-0.601257%0%57.1%
0.60-0.7014867%0%66.5%
0.70-0.8046075%0%75.3%
0.80-0.9019484%0%84.1%
0.90-1.0013895%0%95.2%
Calibration Error: 74.8%
Reliability (CAL)
0.5925
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-137.3%
vs naive baseline
Log Loss
1.6160
Skill: -20336.6% vs naive — sensitive to rare events
Signals
✓ Well-diversified: 726 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Weak Brier score: 0.5932
⚠ Overconfidence bias: 0.748
⚠ Brier Skill Score: -137.3% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Net loss: -$35399 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ PnL divergence: $35965 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
151d
Txns on Base
2277
Counterparties
48
USDC In
$9201
USDC Out
$8636
Provenance
B (73)
Protocols: USDC.e (Bridged)
PnL divergence: $35964.72 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2277 txs
✓ Significant USDC flow: $17,836
✓ Human-like transaction patterns
✓ Diverse trading network: 48 counterparties
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 151 days, 2277 txs, provenance grade B. Bot score: 10/100, wash trading score: 0/100.

Polymarket on-chain coverage: $8,186 in / $0 out across 163 withdrawal tx since 2026-01-19.

3100 total trades across 726 markets.

1000 bets on resolved markets available for calibration scoring.

Calibration error: 74.8% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 8/100 (higher = more volatile returns).

Brier Skill Score: -137.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.5925 RES=0.0000 UNC=0.0000.

Log loss: 1.6160 (skill: -20336.6% 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 [CI95: F→F, 32-34] (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.

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Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-06-18T07:57:31.367Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket