VIGIL Trust Score for the AI Agent Economy
Trader 0xeeac37...
0xeeac3782e34761469ea73d7871a76f6ff5212970
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
37 / 100
VIGIL Dimensions
Calibration
8
Profitability
37
Consistency
19
Discipline
94
Sample Size
100
Live Edge
52
Raw Metrics
Total PnL
$-149.55
Win Rate
6%
Resolved Bets
435
Total Trades
3100
Volume
$11381
Markets
429
Brier Score
0.2516
Open Positions
52
Brier Skill
-347.6%
Log Loss
0.792
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10315%42%37.2%
0.10-0.203415%6%9.5%
0.20-0.306426%3%22.6%
0.30-0.4012035%3%31.8%
0.40-0.507344%3%41.3%
0.50-0.603555%0%55.2%
0.60-0.702166%0%65.6%
0.70-0.802075%0%75.3%
0.80-0.901786%6%80.3%
0.90-1.002096%10%86.0%
Calibration Error: 40.6%
Reliability (CAL)
0.2050
Lower = better calibrated
Resolution (RES)
0.0104
Higher = stronger opinions
Brier Skill Score
-347.6%
vs naive baseline
Log Loss
0.7916
Skill: -249.8% vs naive — sensitive to rare events
Skill & Variance Analysis

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

13
Skill Score
32
Variance
Signals
✓ Well-diversified: 429 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.353
⚠ Brier Skill Score: -347.6% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Net loss: -$150 total PnL
⚠ Low win rate: 6%
On-Chain Verification (Polygon)
Wallet Age
7d
Txns on Base
2927
Counterparties
30
USDC In
$5349
USDC Out
$4663
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL verified: $836.2 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2927 txs
✓ Significant USDC flow: $10,012
✓ Human-like transaction patterns
✓ Diverse trading network: 30 counterparties
⚠ Young wallet: only 7 days old
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 7 days, 2927 txs, provenance grade B. Bot score: 10/100, wash trading score: 0/100.

Polymarket on-chain coverage: $3,617 in / $0 out across 259 withdrawal tx since 2026-04-14.

3100 total trades across 429 markets.

435 bets on resolved markets available for calibration scoring.

Calibration error: 40.6% — needs improvement.

Skill: 13/100 (calibration quality). Variance: 32/100 (higher = more volatile returns).

Brier Skill Score: -347.6% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2050 RES=0.0104 UNC=0.0562.

Log loss: 0.7916 (skill: -249.8% vs naive). Lower log loss = better calibration on rare events.

What Does D/37 Mean?

Below average. The data shows poor calibration, thin evidence, or both. When this trader expresses high confidence, events don't happen at the rate they imply.

Confidence: D/37 ± 3 (high confidence, 435 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: 2026-04-21T19:53:35.249Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket