VIGIL Trust Score for the AI Agent Economy
baseinv3
0xddb6e6246546230503f153506ac1e9914978b9b3
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
40 / 100
VIGIL Dimensions
Calibration
27
Profitability
0
Consistency
81
Discipline
75
Sample Size
100
Live Edge
44
Raw Metrics
Total PnL
$-733270.56
Win Rate
0%
Resolved Bets
998
Total Trades
3100
Volume
$118729
Markets
235
Brier Score
0.2865
Open Positions
2
Brier Skill
-14.6%
Log Loss
0.803
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10306%0%6.3%
0.10-0.208015%0%15.1%
0.20-0.3013025%0%25.2%
0.30-0.4011835%0%34.9%
0.40-0.5016045%0%45.2%
0.50-0.6017055%0%54.7%
0.60-0.7012265%0%64.9%
0.70-0.808474%0%74.4%
0.80-0.907485%0%84.5%
0.90-1.003094%0%93.5%
Calibration Error: 48.6%
Reliability (CAL)
0.2857
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-14.6%
vs naive baseline
Log Loss
0.8026
Skill: -10050.6% 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
25
Variance
Signals
✓ Well-diversified: 235 unique markets
⚠ Overconfidence bias: 0.486
⚠ Brier Skill Score: -14.6% — 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: -$733271 total PnL
⚠ Low win rate: 0%
⚠ PnL divergence: $736291 gap between API and on-chain USDC flows
⚠ On-chain: bot-like trading patterns detected (bot score: 80)
On-Chain Verification (Polygon)
Wallet Age
68d
Txns on Base
2752
Counterparties
37
USDC In
$49650
USDC Out
$46629
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL divergence: $736291.41 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2752 txs
✓ Significant USDC flow: $96,280
⚠ Receive-only wallet: never sent a transaction
⚠ Bot-like behavior detected: 364 burst txs, median interval 6s
Reasoning

On-chain verification: wallet age 68 days, 2752 txs, provenance grade B. Bot score: 80/100, wash trading score: 20/100.

Polymarket on-chain coverage: $0 in / $0 out across 0 withdrawal tx since never.

3100 total trades across 235 markets.

998 bets on resolved markets available for calibration scoring.

Calibration error: 48.6% — needs improvement.

Skill: 2/100 (calibration quality). Variance: 25/100 (higher = more volatile returns).

Brier Skill Score: -14.6% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2857 RES=0.0000 UNC=0.0000.

Log loss: 0.8026 (skill: -10050.6% 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 [CI95: D→D, 39-41] (998 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: 2026-07-01T06:46:53.257Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket