VIGIL Trust Score for the AI Agent Economy
Trader 0xadd363...
0xadd363805205c7d2dda855c63297ee19a1080447
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
45 / 100
VIGIL Dimensions
Calibration
12
Profitability
40
Consistency
74
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$0
Win Rate
0%
Resolved Bets
275
Total Trades
3100
Volume
$12708
Markets
275
Brier Score
0.3991
Open Positions
0
Brier Skill
-59.6%
Log Loss
1.035
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1026%0%6.4%
0.10-0.20718%0%17.6%
0.20-0.301326%0%26.0%
0.30-0.40534%0%33.6%
0.40-0.502747%0%46.8%
0.50-0.606955%0%55.3%
0.60-0.706665%0%65.1%
0.70-0.805274%0%74.3%
0.80-0.903184%0%83.6%
0.90-1.00391%0%90.9%
Calibration Error: 60.9%
Reliability (CAL)
0.3984
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-59.6%
vs naive baseline
Log Loss
1.0353
Skill: -12993.2% vs naive — sensitive to rare events
Timeliness
1/100
Avg 2d before resolution, 0% early mover
Signals
✓ Well-diversified: 275 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: $32,362 total USDC.e received from Polymarket contracts across 351 tx (Polygon)
⚠ Weak Brier score: 0.3991
⚠ Overconfidence bias: 0.609
⚠ Brier Skill Score: -59.6% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
35d
Txns on Base
2000
Counterparties
0
USDC In
$32362
USDC Out
$32362
Provenance
C (53)
Protocols: USDC.e (Bridged)
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $64,724
✓ Human-like transaction patterns
⚠ Limited counterparties: only 0 unique addresses
⚠ No contract interactions despite activity — possible EOA-only transfers
Reasoning

On-chain verification: wallet age 35 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $32,362 in / $0 out across 351 withdrawal tx since 2026-06-10.

3100 total trades across 275 markets.

275 bets on resolved markets available for calibration scoring.

Calibration error: 60.9% — needs improvement.

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

Brier Skill Score: -59.6% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.3984 RES=0.0000 UNC=0.0000.

Log loss: 1.0353 (skill: -12993.2% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 1.5 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] (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: 2026-07-15T19:43:00.516Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket