VIGIL Trust Score for the AI Agent Economy
thailandtrip
0xef988bb5b202adcebbe54b60678d04b08f1a68f7
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
42 / 100
VIGIL Dimensions
Calibration
39
Profitability
0
Consistency
75
Discipline
75
Sample Size
88
Live Edge
21
Raw Metrics
Total PnL
$-32973.26
Win Rate
0%
Resolved Bets
174
Total Trades
3100
Volume
$90879
Markets
278
Brier Score
0.2388
Open Positions
2
Brier Skill
4.5%
Log Loss
0.677
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1063%0%2.9%
0.10-0.201215%0%15.5%
0.20-0.302025%0%24.9%
0.30-0.401837%0%37.0%
0.40-0.505446%0%45.7%
0.50-0.603454%0%54.3%
0.60-0.701564%0%64.4%
0.70-0.80775%0%74.6%
0.80-0.90583%0%83.1%
0.90-1.00392%0%91.9%
Calibration Error: 45.2%
Reliability (CAL)
0.2380
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
4.5%
vs naive baseline
Log Loss
0.6766
Skill: -8456.3% vs naive — sensitive to rare events
Timeliness
5/100
Avg 5d before resolution, 0% early mover
Skill & Variance Analysis

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

6
Skill Score
19
Variance
Signals
✓ Well-diversified: 278 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.452
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$32973 total PnL
⚠ Low win rate: 0%
⚠ PnL divergence: $32973 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
34d
Txns on Base
2000
Counterparties
0
USDC In
$1300
USDC Out
$1300
Provenance
C (48)
Protocols: USDC.e (Bridged)
PnL divergence: $32973.26 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ 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 34 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

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

3100 total trades across 278 markets.

174 bets on resolved markets available for calibration scoring.

Calibration error: 45.2% — needs improvement.

Skill: 6/100 (calibration quality). Variance: 19/100 (higher = more volatile returns).

Brier Skill Score: 4.5% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2380 RES=0.0000 UNC=0.0000.

Log loss: 0.6766 (skill: -8456.3% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 4.9 days before resolution, 0% early mover.

What Does D/42 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/42 [CI95: D→D, 41-43] (174 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: 2026-06-30T07:11:51.147Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket