VIGIL Trust Score for the AI Agent Economy
Excited-Range
0xbd30ac81b3e79de713a0e1b1acb1635381fcfb4a
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
35 / 100
VIGIL Dimensions
Calibration
5
Profitability
28
Consistency
67
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-458.14
Win Rate
0%
Resolved Bets
477
Total Trades
3100
Volume
$7527
Markets
926
Brier Score
0.4563
Open Positions
0
Brier Skill
-82.5%
Log Loss
1.278
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1034%0%3.7%
0.10-0.20415%0%15.5%
0.20-0.301325%0%25.4%
0.30-0.403635%0%34.6%
0.40-0.505345%0%45.5%
0.50-0.607155%0%55.4%
0.60-0.7010365%0%65.1%
0.70-0.808275%0%74.8%
0.80-0.905684%0%84.2%
0.90-1.005694%0%94.5%
Calibration Error: 64.7%
Reliability (CAL)
0.4554
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-82.5%
vs naive baseline
Log Loss
1.2783
Skill: -16065.9% vs naive — sensitive to rare events
Timeliness
5/100
Avg 6d before resolution, 0% early mover
Signals
✓ Well-diversified: 926 unique markets
✓ On-chain: human-like trading patterns
⚠ Weak Brier score: 0.4563
⚠ Overconfidence bias: 0.647
⚠ Brier Skill Score: -82.5% — 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: -$458 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
25d
Txns on Base
2406
Counterparties
4
USDC In
$5534
USDC Out
$5450
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL verified: $542.23 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2406 txs
✓ Significant USDC flow: $10,984
✓ Human-like transaction patterns
⚠ Young wallet: only 25 days old
⚠ Receive-only wallet: never sent a transaction
⚠ Counterparty concentration: 51% with top address
Reasoning

On-chain verification: wallet age 25 days, 2406 txs, provenance grade C. Bot score: 0/100, wash trading score: 50/100.

Polymarket on-chain coverage: $4,369 in / $0 out across 182 withdrawal tx since 2026-03-29.

3100 total trades across 926 markets.

477 bets on resolved markets available for calibration scoring.

Calibration error: 64.7% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 19/100 (higher = more volatile returns).

Brier Skill Score: -82.5% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.4554 RES=0.0000 UNC=0.0000.

Log loss: 1.2783 (skill: -16065.9% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 5.5 days before resolution, 0% early mover.

What Does D/35 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/35 [CI95: F→D, 34-36] (477 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: 2026-04-24T08:40:23.611Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket