VIGIL Trust Score for the AI Agent Economy
a190
0x84d0a541047751465c7df8fdea5cfb8b1119035a
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
46 / 100
VIGIL Dimensions
Calibration
59
Profitability
40
Consistency
38
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$0
Win Rate
0%
Resolved Bets
275
Total Trades
3100
Volume
$4001
Markets
283
Brier Score
0.1953
Open Positions
0
Brier Skill
21.9%
Log Loss
0.592
Calibration Analysis

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

BucketBetsExpectedActualError
0.10-0.20918%0%18.0%
0.20-0.306226%0%25.7%
0.30-0.407235%0%34.9%
0.40-0.507444%0%43.6%
0.50-0.602555%0%54.6%
0.60-0.701465%0%64.6%
0.70-0.80674%0%74.0%
0.80-0.901185%0%84.7%
0.90-1.00294%0%93.5%
Calibration Error: 41.2%
Reliability (CAL)
0.1946
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
21.9%
vs naive baseline
Log Loss
0.5922
Skill: -7388.7% vs naive — sensitive to rare events
Timeliness
2/100
Avg 2d before resolution, 0% early mover
Skill & Variance Analysis

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

11
Skill Score
22
Variance
Signals
✓ Strong Brier score: 0.1953
✓ Brier Skill Score: 21.9% better than naive baseline
✓ Well-diversified: 283 unique markets
⚠ Overconfidence bias: 0.412
⚠ 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
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
⚠ On-chain: bot-like trading patterns detected (bot score: 60)
On-Chain Verification (Polygon)
Wallet Age
76d
Txns on Base
2635
Counterparties
70
USDC In
$0
USDC Out
$0
Provenance
C (55)
✓ Heavy on-chain activity: 2635 txs
✓ Diverse counterparties: 70 unique addresses
⚠ Receive-only wallet: never sent a transaction
⚠ Bot-like behavior detected: 161 burst txs, median interval 10s
Reasoning

On-chain verification: wallet age 76 days, 2635 txs, provenance grade C. Bot score: 60/100, wash trading score: 20/100.

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

3100 total trades across 283 markets.

275 bets on resolved markets available for calibration scoring.

Calibration error: 41.2% — needs improvement.

Skill: 11/100 (calibration quality). Variance: 22/100 (higher = more volatile returns).

Brier Skill Score: 21.9% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1946 RES=0.0000 UNC=0.0000.

Log loss: 0.5922 (skill: -7388.7% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 1.6 days before resolution, 0% early mover.

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] (275 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: 2026-07-04T22:10:01.253Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket