VIGIL Trust Score for the AI Agent Economy
Trader 0x2f0141...
0x2f0141261a26e4625641927265b20418e71f15af
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
40 / 100
VIGIL Dimensions
Calibration
24
Profitability
40
Consistency
20
Discipline
75
Sample Size
75
Live Edge
67
Raw Metrics
Total PnL
$5.25
Win Rate
21%
Resolved Bets
53
Total Trades
550
Volume
$3101
Markets
374
Brier Score
0.2835
Open Positions
2
Brier Skill
-72.3%
Log Loss
0.766
Calibration Analysis

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

BucketBetsExpectedActualError
0.10-0.20815%0%15.2%
0.20-0.30625%17%8.1%
0.30-0.40634%50%15.8%
0.40-0.50745%29%16.0%
0.50-0.60755%43%11.8%
0.60-0.70663%0%63.0%
0.70-0.80873%13%60.9%
0.80-0.90582%20%61.7%
Calibration Error: 30.8%
Reliability (CAL)
0.1491
Lower = better calibrated
Resolution (RES)
0.0295
Higher = stronger opinions
Brier Skill Score
-72.3%
vs naive baseline
Log Loss
0.7663
Skill: -50.0% vs naive — sensitive to rare events
Timeliness
9/100
Avg 9d before resolution, 0% early mover
Skill & Variance Analysis

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

28
Skill Score
50
Variance
Signals
✓ Net profitable: +$5 total PnL
✓ Well-diversified: 374 unique markets
✓ On-chain: human-like trading patterns
✓ On-chain: diverse counterparty network
⚠ Overconfidence bias: 0.272
⚠ Brier Skill Score: -72.3% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Receive-only wallet: zero outbound transactions — possible proxy/settlement address
⚠ Low win rate: 21%
On-Chain Verification (Polygon)
Wallet Age
12d
Txns on Base
1246
Counterparties
31
USDC In
$3188
USDC Out
$3188
Provenance
C (58)
Protocols: USDC.e (Bridged)
PnL verified: $4.89 gap between API and on-chain USDC
✓ Heavy on-chain activity: 1246 txs
✓ Human-like transaction patterns
✓ Diverse trading network: 31 counterparties
⚠ Young wallet: only 12 days old
⚠ Receive-only wallet: never sent a transaction
Reasoning

On-chain verification: wallet age 12 days, 1246 txs, provenance grade C. Bot score: 0/100, wash trading score: 0/100.

550 total trades across 374 markets.

53 bets on resolved markets available for calibration scoring.

Calibration error: 30.8% — needs improvement.

Skill: 28/100 (calibration quality). Variance: 50/100 (higher = more volatile returns).

Brier Skill Score: -72.3% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.1491 RES=0.0295 UNC=0.1645.

Log loss: 0.7663 (skill: -50.0% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 9.3 days before resolution, 0% early mover.

What Does D/40 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/40 ± 8 (medium confidence, 53 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: 2026-04-20T00:38:30.902Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket