VIGIL Trust Score for the AI Agent Economy
4fee-s1-test
0x25f4707c93e4bfdf26cd6c5cc46c5464691cf88e
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
39 / 100
VIGIL Dimensions
Calibration
1
Profitability
0
Consistency
98
Discipline
94
Sample Size
100
Live Edge
50
Raw Metrics
Total PnL
$-3270.76
Win Rate
0%
Resolved Bets
986
Total Trades
3100
Volume
$8611
Markets
814
Brier Score
0.2561
Open Positions
14
Brier Skill
-999.0%
Log Loss
0.710
Calibration Analysis

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

BucketBetsExpectedActualError
0.10-0.201016%0%15.8%
0.20-0.305027%0%27.0%
0.30-0.4020035%1%34.1%
0.40-0.5023845%0%45.3%
0.50-0.6028653%0%53.3%
0.60-0.7015265%0%64.6%
0.70-0.803673%0%72.5%
0.80-0.901083%0%83.3%
0.90-1.00491%0%91.4%
Calibration Error: 48.7%
Reliability (CAL)
0.2535
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
0.7102
Skill: -4763.1% vs naive — sensitive to rare events
Skill & Variance Analysis

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

2
Skill Score
14
Variance
Signals
✓ Well-diversified: 814 unique markets
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.487
⚠ Brier Skill Score: -12552.8% — 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: -$3271 total PnL
⚠ Low win rate: 0%
⚠ PnL divergence: $3731 gap between API and on-chain USDC flows
⚠ On-chain: bot-like trading patterns detected (bot score: 80)
On-Chain Verification (Polygon)
Wallet Age
21d
Txns on Base
2962
Counterparties
30
USDC In
$5196
USDC Out
$4735
Provenance
B (61)
Protocols: USDC, USDC.e (Bridged)
PnL divergence: $3731.22 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2962 txs
✓ Diverse trading network: 30 counterparties
⚠ Young wallet: only 21 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Bot-like behavior detected: 436 burst txs, median interval 6s
Reasoning

On-chain verification: wallet age 21 days, 2962 txs, provenance grade B. Bot score: 80/100, wash trading score: 0/100.

Polymarket on-chain coverage: $2,521 in / $0 out across 110 withdrawal tx since 2026-04-01.

3100 total trades across 814 markets.

986 bets on resolved markets available for calibration scoring.

Calibration error: 48.7% — needs improvement.

Skill: 2/100 (calibration quality). Variance: 14/100 (higher = more volatile returns).

Brier Skill Score: -12552.8% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2535 RES=0.0000 UNC=0.0020.

Log loss: 0.7102 (skill: -4763.1% vs naive). Lower log loss = better calibration on rare events.

What Does D/39 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/39 ± 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.

Share This Score
POST ON X SCORE CARD
Not financial advice. VIGIL Trust Score is informational only.
Scored: 2026-04-23T06:08:10.989Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket