VIGIL Trust Score for the AI Agent Economy
swisstony
0x204f72f35326db932158cba6adff0b9a1da95e14
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
44 / 100
VIGIL Dimensions
Calibration
6
Profitability
40
Consistency
31
Discipline
96
Sample Size
100
Live Edge
50
Raw Metrics
Total PnL
$254.97
Win Rate
15%
Resolved Bets
501
Total Trades
5000
Volume
$963054
Markets
637
Brier Score
0.3521
Open Positions
328
Brier Skill
-170.7%
Log Loss
1.058
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.10764%41%36.6%
0.10-0.203915%23%8.1%
0.20-0.304825%10%15.0%
0.30-0.405835%22%12.8%
0.40-0.506045%10%35.1%
0.50-0.606754%6%48.2%
0.60-0.704565%7%58.1%
0.70-0.803975%5%70.0%
0.80-0.903585%3%82.2%
0.90-1.003494%9%84.9%
Calibration Error: 41.9%
Reliability (CAL)
0.2354
Lower = better calibrated
Resolution (RES)
0.0155
Higher = stronger opinions
Brier Skill Score
-170.7%
vs naive baseline
Log Loss
1.0582
Skill: -146.6% vs naive — sensitive to rare events
Timeliness
63/100
Avg 23d before resolution, 100% early mover
Skill & Variance Analysis

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

12
Skill Score
80
Variance
Signals
✓ Early mover: avg 23 days before resolution
✓ Net profitable: +$255 total PnL
✓ Well-diversified: 637 unique markets
✓ On-chain: 406-day wallet history on Polygon
✓ On-chain: human-like trading patterns
✓ On-chain: $64,726 total USDC.e received from Polymarket contracts across 61 tx (Polygon)
⚠ Weak Brier score: 0.3521
⚠ Overconfidence bias: 0.296
⚠ High luck component: 80/100 — returns may not persist
⚠ Brier Skill Score: -170.7% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Low win rate: 15%
On-Chain Verification (Polygon)
Wallet Age
406d
Txns on Base
1000
Counterparties
0
USDC In
$92947
USDC Out
$83705
Provenance
B (68)
Protocols: USDC.e (Bridged)
PnL verified: $8987.57 gap between API and on-chain USDC
✓ Wallet age: 406 days (mature)
✓ Heavy on-chain activity: 1000 txs
✓ Significant USDC flow: $176,652
✓ 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 406 days, 1000 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $64,726 in / $0 out across 61 withdrawal tx since 2025-08-11.

5000 total trades across 637 markets.

501 bets on resolved markets available for calibration scoring.

Calibration error: 41.9% — needs improvement.

Skill: 12/100 (calibration quality). Variance: 80/100 (higher = more volatile returns).

Brier Skill Score: -170.7% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.2354 RES=0.0155 UNC=0.1301.

Log loss: 1.0582 (skill: -146.6% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 22.6 days before resolution, 100% early mover.

What Does D/44 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/44 [CI95: D→D, 43-45] (501 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: 2026-09-17T14:21:53.437Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket