VIGIL Trust Score for the AI Agent Economy
trader-93173b86
0x93173b86dbe2f2dd9922c751806d306b48cf5a5f
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
46 / 100
VIGIL Dimensions
Calibration
0
Profitability
32
Consistency
64
Discipline
96
Sample Size
100
Live Edge
53
Raw Metrics
Total PnL
$-441.83
Win Rate
8%
Resolved Bets
561
Total Trades
3100
Volume
$11184
Markets
527
Brier Score
0.3092
Open Positions
76
Brier Skill
-346.5%
Log Loss
0.897
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10394%54%49.8%
0.10-0.201616%19%2.9%
0.20-0.302825%4%21.2%
0.30-0.406635%0%35.5%
0.40-0.5011145%0%45.3%
0.50-0.6013254%0%54.2%
0.60-0.708064%3%61.0%
0.70-0.804475%2%72.3%
0.80-0.902985%10%74.2%
0.90-1.001697%69%28.0%
Calibration Error: 49.5%
Reliability (CAL)
0.2689
Lower = better calibrated
Resolution (RES)
0.0298
Higher = stronger opinions
Brier Skill Score
-346.5%
vs naive baseline
Log Loss
0.8969
Skill: -237.1% vs naive — sensitive to rare events
Timeliness
1/100
Avg 1d before resolution, 0% early mover
Skill & Variance Analysis

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

5
Skill Score
24
Variance
Signals
✓ Well-diversified: 527 unique markets
✓ On-chain: multi-protocol user (USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter)
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.424
⚠ Brier Skill Score: -346.5% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$442 total PnL
⚠ Low win rate: 7%
On-Chain Verification (Polygon)
Wallet Age
68d
Txns on Base
2987
Counterparties
12
USDC In
$33509
USDC Out
$32140
Provenance
B (70)
Protocols: USDC, USDC.e (Bridged), Polymarket Neg Risk Adapter
PnL verified: $1810.57 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2987 txs
✓ Significant USDC flow: $65,649
✓ Human-like transaction patterns
Reasoning

On-chain verification: wallet age 68 days, 2987 txs, provenance grade B. Bot score: 10/100, wash trading score: 20/100.

Polymarket on-chain coverage: $3,543 in / $0 out across 55 withdrawal tx since 2026-02-24.

3100 total trades across 527 markets.

561 bets on resolved markets available for calibration scoring.

Calibration error: 49.5% — needs improvement.

Skill: 5/100 (calibration quality). Variance: 24/100 (higher = more volatile returns).

Brier Skill Score: -346.5% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2689 RES=0.0298 UNC=0.0693.

Log loss: 0.8969 (skill: -237.1% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 1.2 days before resolution, 0% early mover.

What Does D/46 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/46 [CI95: D→D, 45-47] (561 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: 2026-05-02T09:39:01.942Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket