VIGIL Trust Score for the AI Agent Economy
unicornradio
0x3a062e447e5f3f60be26f8ac4d84149cb233ea5e
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
43 / 100
VIGIL Dimensions
Calibration
27
Profitability
0
Consistency
94
Discipline
93
Sample Size
100
Live Edge
41
Raw Metrics
Total PnL
$-28601.16
Win Rate
0%
Resolved Bets
986
Total Trades
3100
Volume
$8768
Markets
157
Brier Score
0.281
Open Positions
14
Brier Skill
-12.4%
Log Loss
0.821
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10503%0%2.8%
0.10-0.202217%0%16.9%
0.20-0.304825%0%24.9%
0.30-0.4023436%0%35.8%
0.40-0.5020046%0%45.6%
0.50-0.6014254%0%54.4%
0.60-0.7015664%0%64.3%
0.70-0.806474%0%73.9%
0.80-0.902485%0%84.9%
0.90-1.004696%0%95.9%
Calibration Error: 48.8%
Reliability (CAL)
0.2802
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-12.4%
vs naive baseline
Log Loss
0.8209
Skill: -10281.2% 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
33
Variance
Signals
✓ Well-diversified: 157 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: $113,994 total USDC.e received from Polymarket contracts across 836 tx (Polygon)
⚠ Overconfidence bias: 0.488
⚠ Brier Skill Score: -12.4% — 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: -$28601 total PnL
⚠ Low win rate: 0%
⚠ PnL divergence: $31118 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
52d
Txns on Base
2905
Counterparties
18
USDC In
$120581
USDC Out
$118064
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL divergence: $31118.08 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2905 txs
✓ Significant USDC flow: $238,644
✓ Human-like transaction patterns
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 52 days, 2905 txs, provenance grade B. Bot score: 0/100, wash trading score: 20/100.

Polymarket on-chain coverage: $113,994 in / $0 out across 836 withdrawal tx since 2026-02-28.

3100 total trades across 157 markets.

986 bets on resolved markets available for calibration scoring.

Calibration error: 48.8% — needs improvement.

Skill: 1/100 (calibration quality). Variance: 33/100 (higher = more volatile returns).

Brier Skill Score: -12.4% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2802 RES=0.0000 UNC=0.0000.

Log loss: 0.8209 (skill: -10281.2% vs naive). Lower log loss = better calibration on rare events.

What Does D/43 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/43 ± 3 (high confidence, 986 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: 2026-04-22T01:56:18.756Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket