VIGIL Trust Score for the AI Agent Economy
Trader 0x6a95d1...
0x6a95d162c25f68045b853f170c2618b13dce3be6
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
45 / 100
VIGIL Dimensions
Calibration
80
Profitability
40
Consistency
0
Discipline
50
Sample Size
88
Live Edge
40
Raw Metrics
Total PnL
$-4
Win Rate
0%
Resolved Bets
135
Total Trades
3100
Volume
$20116
Markets
212
Brier Score
0.0728
Open Positions
0
Brier Skill
70.9%
Log Loss
0.275
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10316%0%6.1%
0.10-0.204014%0%14.4%
0.20-0.304025%0%24.7%
0.30-0.40934%0%33.8%
0.40-0.50447%0%47.1%
0.50-0.60554%0%53.6%
0.60-0.70266%0%66.2%
0.70-0.80473%0%73.0%
Calibration Error: 21.8%
Reliability (CAL)
0.0722
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
70.9%
vs naive baseline
Log Loss
0.2749
Skill: -3376.8% vs naive — sensitive to rare events
Timeliness
4/100
Avg 4d before resolution, 0% early mover
Skill & Variance Analysis

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

34
Skill Score
57
Variance
Signals
✓ Strong Brier score: 0.0728
✓ Brier Skill Score: 70.9% better than naive baseline
✓ Well-diversified: 212 unique markets
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.218
⚠ 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: wallet only 6 days old on Polygon
⚠ On-chain: bot-like trading patterns detected (bot score: 80)
On-Chain Verification (Polygon)
Wallet Age
6d
Txns on Base
2989
Counterparties
30
USDC In
$1986
USDC Out
$1888
Provenance
C (53)
Protocols: USDC.e (Bridged)
PnL verified: $101.83 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2989 txs
✓ Diverse trading network: 30 counterparties
⚠ Very new wallet: 6 days old — possible sybil
⚠ Receive-only wallet: never sent a transaction
⚠ Bot-like behavior detected: 425 burst txs, median interval 6s
Reasoning

On-chain verification: wallet age 6 days, 2989 txs, provenance grade C. Bot score: 80/100, wash trading score: 0/100.

Polymarket on-chain coverage: $1,597 in / $0 out across 84 withdrawal tx since 2026-04-27.

3100 total trades across 212 markets.

135 bets on resolved markets available for calibration scoring.

Calibration error: 21.8% — needs improvement.

Skill: 34/100 (calibration quality). Variance: 57/100 (higher = more volatile returns).

Brier Skill Score: 70.9% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0722 RES=0.0000 UNC=0.0000.

Log loss: 0.2749 (skill: -3376.8% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 3.7 days before resolution, 0% early mover.

What Does D/45 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/45 [CI95: D→D, 44-46] (135 resolved bets). Moderate confidence — score may shift as more markets resolve.

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: 2026-05-03T09:28:23.397Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket