VIGIL Trust Score for the AI Agent Economy
wowitsamazing
0xd02b6d910a38479c3125308fc4737a46509cd6df
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
41 / 100
VIGIL Dimensions
Calibration
26
Profitability
0
Consistency
76
Discipline
50
Sample Size
100
Live Edge
40
Raw Metrics
Total PnL
$-657620.5
Win Rate
0%
Resolved Bets
1000
Total Trades
3100
Volume
$124606
Markets
172
Brier Score
0.2807
Open Positions
0
Brier Skill
-12.3%
Log Loss
0.763
Calibration Analysis

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

BucketBetsExpectedActualError
0.10-0.201618%0%18.0%
0.20-0.3011625%0%25.3%
0.30-0.4017235%0%35.3%
0.40-0.5017845%0%44.9%
0.50-0.6020855%0%55.3%
0.60-0.7017865%0%65.0%
0.70-0.8010874%0%73.9%
0.80-0.902483%0%83.3%
Calibration Error: 50.3%
Reliability (CAL)
0.2799
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-12.3%
vs naive baseline
Log Loss
0.7633
Skill: -9552.6% vs naive — sensitive to rare events
Signals
✓ Well-diversified: 172 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.503
⚠ Brier Skill Score: -12.3% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$657621 total PnL
⚠ Low win rate: 0%
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
34d
Txns on Base
2000
Counterparties
0
USDC In
$0
USDC Out
$0
Provenance
D (35)
✓ 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 D. 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 172 markets.

1000 bets on resolved markets available for calibration scoring.

Calibration error: 50.3% — needs improvement.

Skill: 0/100 (calibration quality). Variance: 10/100 (higher = more volatile returns).

Brier Skill Score: -12.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2799 RES=0.0000 UNC=0.0000.

Log loss: 0.7633 (skill: -9552.6% vs naive). Lower log loss = better calibration on rare events.

What Does D/41 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/41 [CI95: D→D, 40-42] (1000 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: 2026-06-27T11:21:48.306Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket