VIGIL Trust Score for the AI Agent Economy
Trader 0xd3ac6d...
0xd3ac6d1cf8f4d942f9eca78440a41ddfacaff650
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
48 / 100
VIGIL Dimensions
Calibration
55
Profitability
40
Consistency
0
Discipline
87
Sample Size
60
Live Edge
55
Raw Metrics
Total PnL
$0.93
Win Rate
0%
Resolved Bets
31
Total Trades
888
Volume
$3259
Markets
585
Brier Score
0.2057
Open Positions
4
Brier Skill
17.7%
Log Loss
0.593
Calibration Analysis

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

BucketBetsExpectedActualError
0.10-0.20615%0%14.8%
0.20-0.30526%0%26.0%
0.30-0.40435%0%35.0%
0.40-0.50447%0%47.3%
0.50-0.60754%0%54.4%
0.60-0.70364%0%64.3%
0.70-0.80172%0%72.0%
0.80-0.90182%0%82.0%
Calibration Error: 41.2%
Reliability (CAL)
0.2052
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
17.7%
vs naive baseline
Log Loss
0.5926
Skill: -7394.1% 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
9
Variance
Signals
✓ Brier Skill Score: 17.7% better than naive baseline
✓ Net profitable: +$1 total PnL
✓ Well-diversified: 585 unique markets
✓ On-chain: multi-protocol user (USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter)
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.412
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Low win rate: 0%
On-Chain Verification (Polygon)
Wallet Age
8d
Txns on Base
2580
Counterparties
8
USDC In
$2909
USDC Out
$2848
Provenance
C (55)
Protocols: USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter
PnL verified: $59.76 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2580 txs
✓ Human-like transaction patterns
⚠ Young wallet: only 8 days old
⚠ Counterparty concentration: 89% with top address
Reasoning

On-chain verification: wallet age 8 days, 2580 txs, provenance grade C. Bot score: 10/100, wash trading score: 50/100.

888 total trades across 585 markets.

31 bets on resolved markets available for calibration scoring.

Calibration error: 41.2% — needs improvement.

Skill: 11/100 (calibration quality). Variance: 9/100 (higher = more volatile returns).

Brier Skill Score: 17.7% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2052 RES=0.0000 UNC=0.0000.

Log loss: 0.5926 (skill: -7394.1% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 1.7 days before resolution, 0% early mover.

What Does D/48 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/48 ± 15 (low confidence, 31 resolved bets). Low confidence — take this score with a grain of salt until 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: 2026-04-20T00:35:01.835Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket