VIGIL Trust Score for the AI Agent Economy
ronaldooo
0x23bc7d987ae94fa080f451612e4ccb334c5d5487
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
41 / 100
VIGIL Dimensions
Calibration
10
Profitability
0
Consistency
84
Discipline
96
Sample Size
100
Live Edge
54
Raw Metrics
Total PnL
$-21296.23
Win Rate
0%
Resolved Bets
910
Total Trades
3100
Volume
$2908
Markets
556
Brier Score
0.238
Open Positions
90
Brier Skill
-999.0%
Log Loss
0.702
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.102525%1%4.2%
0.10-0.2010014%0%13.5%
0.20-0.306625%0%25.0%
0.30-0.406436%0%35.7%
0.40-0.5010846%0%45.8%
0.50-0.609055%0%55.0%
0.60-0.706265%0%64.6%
0.70-0.804875%0%74.6%
0.80-0.904484%0%84.1%
0.90-1.007693%0%93.0%
Calibration Error: 38.0%
Reliability (CAL)
0.2350
Lower = better calibrated
Resolution (RES)
0.0000
Higher = stronger opinions
Brier Skill Score
-999.0%
vs naive baseline
Log Loss
0.7021
Skill: -4387.0% vs naive — sensitive to rare events
Skill & Variance Analysis

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

14
Skill Score
28
Variance
Signals
✓ Well-diversified: 556 unique markets
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.380
⚠ Brier Skill Score: -10751.5% — performing worse than naive baseline
⚠ Low resolution: forecasts cluster near base rate — no genuine opinions
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Net loss: -$21296 total PnL
⚠ Low win rate: 0%
⚠ PnL divergence: $21829 gap between API and on-chain USDC flows
⚠ On-chain: bot-like trading patterns detected (bot score: 100)
On-Chain Verification (Polygon)
Wallet Age
62d
Txns on Base
2166
Counterparties
88
USDC In
$2065
USDC Out
$1532
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL divergence: $21828.99 gap between API and on-chain USDC
✓ Heavy on-chain activity: 2166 txs
✓ Diverse counterparties: 88 unique addresses
✓ Diverse trading network: 88 counterparties
⚠ Receive-only wallet: never sent a transaction
⚠ Bot-like behavior detected: 89 burst txs, median interval 4s
Reasoning

On-chain verification: wallet age 62 days, 2166 txs, provenance grade B. Bot score: 100/100, wash trading score: 0/100.

Polymarket on-chain coverage: $68 in / $0 out across 28 withdrawal tx since 2026-04-21.

3100 total trades across 556 markets.

910 bets on resolved markets available for calibration scoring.

Calibration error: 38.0% — needs improvement.

Skill: 14/100 (calibration quality). Variance: 28/100 (higher = more volatile returns).

Brier Skill Score: -10751.5% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2350 RES=0.0000 UNC=0.0022.

Log loss: 0.7021 (skill: -4387.0% 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] (910 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: 2026-06-22T08:23:16.539Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket