VIGIL Trust Score for the AI Agent Economy
jackinv1lvl2
0x629da223adfc9957329e02de95ae3d263f92756c
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
46 / 100
VIGIL Dimensions
Calibration
24
Profitability
0
Consistency
79
Discipline
89
Sample Size
100
Live Edge
72
Raw Metrics
Total PnL
$-754670.75
Win Rate
0%
Resolved Bets
986
Total Trades
3100
Volume
$147573
Markets
246
Brier Score
0.2993
Open Positions
14
Brier Skill
-19.7%
Log Loss
0.846
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10386%0%6.4%
0.10-0.206415%0%14.7%
0.20-0.308825%0%25.4%
0.30-0.4012635%0%35.4%
0.40-0.5019845%0%45.1%
0.50-0.6014455%0%55.2%
0.60-0.7013465%0%64.5%
0.70-0.808874%0%74.4%
0.80-0.906684%0%84.3%
0.90-1.004095%0%94.5%
Calibration Error: 50.0%
Reliability (CAL)
0.2985
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-19.7%
vs naive baseline
Log Loss
0.8455
Skill: -10592.9% vs naive — sensitive to rare events
Signals
✓ Strong live edge: 14 open positions trending profitable
✓ Well-diversified: 246 unique markets
✓ On-chain: $14,165 total USDC.e received from Polymarket contracts across 45 tx (Polygon)
⚠ Overconfidence bias: 0.500
⚠ Brier Skill Score: -19.7% — 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: -$754671 total PnL
⚠ Low win rate: 0%
⚠ PnL divergence: $759682 gap between API and on-chain USDC flows
⚠ On-chain: bot-like trading patterns detected (bot score: 60)
On-Chain Verification (Polygon)
Wallet Age
85d
Txns on Base
2923
Counterparties
24
USDC In
$57049
USDC Out
$52038
Provenance
B (63)
Protocols: USDC.e (Bridged)
PnL divergence: $759682.39 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2923 txs
✓ Significant USDC flow: $109,087
⚠ Receive-only wallet: never sent a transaction
⚠ Bot-like behavior detected: 171 burst txs, median interval 8s
Reasoning

On-chain verification: wallet age 85 days, 2923 txs, provenance grade B. Bot score: 60/100, wash trading score: 20/100.

Polymarket on-chain coverage: $14,165 in / $0 out across 45 withdrawal tx since 2026-04-06.

3100 total trades across 246 markets.

986 bets on resolved markets available for calibration scoring.

Calibration error: 50.0% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 24/100 (higher = more volatile returns).

Brier Skill Score: -19.7% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2985 RES=0.0000 UNC=0.0000.

Log loss: 0.8455 (skill: -10592.9% vs naive). Lower log loss = better calibration on rare events.

What Does D/46 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/46 [CI95: D→D, 45-47] (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: 2026-07-01T02:50:56.215Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket