VIGIL Trust Score for the AI Agent Economy
Idolized-Scallops
0xe1d6b51521bd4365769199f392f9818661bd907c
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
40 / 100
VIGIL Dimensions
Calibration
0
Profitability
45
Consistency
56
Discipline
91
Sample Size
88
Live Edge
51
Raw Metrics
Total PnL
$2502.2
Win Rate
12%
Resolved Bets
222
Total Trades
3100
Volume
$91658
Markets
208
Brier Score
0.3571
Open Positions
32
Brier Skill
-234.2%
Log Loss
1.037
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10205%45%39.9%
0.10-0.20414%25%11.2%
0.20-0.301024%10%14.1%
0.30-0.401635%6%29.2%
0.40-0.503846%0%45.6%
0.50-0.603854%0%54.3%
0.60-0.703665%6%59.1%
0.70-0.802275%9%66.0%
0.80-0.901885%17%68.1%
0.90-1.002096%40%56.0%
Calibration Error: 50.3%
Reliability (CAL)
0.2733
Lower = better calibrated
Resolution (RES)
0.0233
Higher = stronger opinions
Brier Skill Score
-234.2%
vs naive baseline
Log Loss
1.0373
Skill: -180.3% vs naive — sensitive to rare events
Skill & Variance Analysis

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

4
Skill Score
42
Variance
Signals
✓ Net profitable: +$2502 total PnL
✓ Well-diversified: 208 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: $23,360 total USDC.e received from Polymarket contracts across 21 tx (Polygon)
⚠ Weak Brier score: 0.3571
⚠ Overconfidence bias: 0.427
⚠ Brier Skill Score: -234.2% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Low win rate: 12%
⚠ PnL divergence: $326344 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
26d
Txns on Base
2645
Counterparties
18
USDC In
$393360
USDC Out
$64515
Provenance
C (58)
Protocols: USDC.e (Bridged)
PnL divergence: $326343.54 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2645 txs
✓ Significant USDC flow: $457,875
✓ Human-like transaction patterns
⚠ Young wallet: only 26 days old
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 26 days, 2645 txs, provenance grade C. Bot score: 0/100, wash trading score: 20/100.

Polymarket on-chain coverage: $23,360 in / $0 out across 21 withdrawal tx since 2026-03-24.

3100 total trades across 208 markets.

222 bets on resolved markets available for calibration scoring.

Calibration error: 50.3% — needs improvement.

Skill: 4/100 (calibration quality). Variance: 42/100 (higher = more volatile returns).

Brier Skill Score: -234.2% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2733 RES=0.0233 UNC=0.1068.

Log loss: 1.0373 (skill: -180.3% vs naive). Lower log loss = better calibration on rare events.

What Does D/40 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/40 ± 3 (high confidence, 222 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: 2026-04-20T03:40:47.636Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket