VIGIL Trust Score for the AI Agent Economy
soltrader2
0x79d3f5e3b4d729f994ba221ae2bd3af28a5a6100
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
39 / 100
VIGIL Dimensions
Calibration
39
Profitability
0
Consistency
12
Discipline
82
Sample Size
100
Live Edge
47
Raw Metrics
Total PnL
$-10618.18
Win Rate
39%
Resolved Bets
992
Total Trades
3100
Volume
$12113
Markets
211
Brier Score
0.3237
Open Positions
8
Brier Skill
-36.7%
Log Loss
0.914
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10466%4%1.9%
0.10-0.2010815%26%11.0%
0.20-0.3013025%49%24.0%
0.30-0.4011034%44%9.9%
0.40-0.507244%58%14.2%
0.50-0.6010455%44%10.5%
0.60-0.7011466%47%18.5%
0.70-0.8012875%38%37.4%
0.80-0.9013485%30%54.8%
0.90-1.004694%22%72.5%
Calibration Error: 25.4%
Reliability (CAL)
0.0996
Lower = better calibrated
Resolution (RES)
0.0154
Higher = stronger opinions
Brier Skill Score
-36.7%
vs naive baseline
Log Loss
0.9136
Skill: -37.1% vs naive — sensitive to rare events
Skill & Variance Analysis

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

32
Skill Score
89
Variance
Signals
✓ Well-diversified: 211 unique markets
✓ On-chain: human-like trading patterns
⚠ Overconfidence bias: 0.124
⚠ High luck component: 89/100 — returns may not persist
⚠ Brier Skill Score: -36.7% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Net loss: -$10618 total PnL
⚠ Low win rate: 39%
⚠ PnL divergence: $11620 gap between API and on-chain USDC flows
On-Chain Verification (Polygon)
Wallet Age
98d
Txns on Base
2000
Counterparties
0
USDC In
$7975
USDC Out
$6973
Provenance
C (58)
Protocols: USDC.e (Bridged)
PnL divergence: $11619.86 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $14,948
✓ 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 98 days, 2000 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $1,693 in / $0 out across 24 withdrawal tx since 2026-01-11.

3100 total trades across 211 markets.

992 bets on resolved markets available for calibration scoring.

Calibration error: 25.4% — needs improvement.

Skill: 32/100 (calibration quality). Variance: 89/100 (higher = more volatile returns).

Brier Skill Score: -36.7% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0996 RES=0.0154 UNC=0.2368.

Log loss: 0.9136 (skill: -37.1% vs naive). Lower log loss = better calibration on rare events.

What Does D/39 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/39 ± 3 (high confidence, 992 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: 2026-04-20T02:51:39.831Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket