VIGIL Trust Score for the AI Agent Economy
Fredi9999
0x1f2dd6d473f3e824cd2f8a89d9c69fb96f6ad0cf
Polymarket Trader
RISKY
Below-average risk profile. Proceed with caution.
D
41 / 100
VIGIL Dimensions
Calibration
42
Profitability
40
Consistency
23
Discipline
50
Sample Size
60
Live Edge
40
Raw Metrics
Total PnL
$0
Win Rate
60%
Resolved Bets
40
Total Trades
1250
Volume
$17830372
Markets
40
Brier Score
0.2906
Open Positions
0
Brier Skill
-21.1%
Log Loss
0.983
Calibration Analysis

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

BucketBetsExpectedActualError
0.00-0.1092%44%42.7%
0.10-0.20118%0%17.8%
0.20-0.30428%75%47.3%
0.30-0.40234%50%16.0%
0.40-0.50547%80%32.9%
0.50-0.60853%63%9.2%
0.60-0.70464%25%39.3%
0.70-0.80172%100%28.4%
0.80-0.90485%75%9.6%
0.90-1.00296%100%4.3%
Calibration Error: 27.4%
Reliability (CAL)
0.0991
Lower = better calibrated
Resolution (RES)
0.0488
Higher = stronger opinions
Brier Skill Score
-21.1%
vs naive baseline
Log Loss
0.9826
Skill: -46.0% vs naive — sensitive to rare events
Timeliness
100/100
Avg 607d before resolution, 100% early mover
Skill & Variance Analysis

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

35
Skill Score
100
Variance
Signals
✓ Conservative (underconfident) bias
✓ Early mover: avg 607 days before resolution
✓ Well-diversified: 40 unique markets
✓ On-chain: 627-day wallet history on Polygon
✓ On-chain: human-like trading patterns
⚠ High luck component: 100/100 — returns may not persist
⚠ Brier Skill Score: -21.1% — performing worse than naive baseline
⚠ Log loss penalty: severe overconfidence on wrong bets detected
⚠ Concentrated portfolio: 100% in single market
On-Chain Verification (Polygon)
Wallet Age
627d
Txns on Base
2000
Counterparties
0
USDC In
$6668911
USDC Out
$5711447
Provenance
B (71)
Protocols: USDC, USDC.e (Bridged)
✓ Wallet age: 627 days (mature)
✓ Heavy on-chain activity: 2000 txs
✓ Significant USDC flow: $12,380,357
✓ 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 627 days, 2000 txs, provenance grade B. Bot score: 0/100, wash trading score: 0/100.

Polymarket on-chain coverage: $0 in / $0 out across 0 withdrawal tx since never.

1250 total trades across 40 markets.

40 bets on resolved markets available for calibration scoring.

Calibration error: 27.4% — needs improvement.

Skill: 35/100 (calibration quality). Variance: 100/100 (higher = more volatile returns).

Brier Skill Score: -21.1% vs naive baseline (>0% = better than always predicting base rate).

Brier decomposition: REL=0.0991 RES=0.0488 UNC=0.2400.

Log loss: 0.9826 (skill: -46.0% vs naive). Lower log loss = better calibration on rare events.

Timeliness: avg entry 607.1 days before resolution, 100% early mover.

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, 36-45] (40 resolved bets). Low confidence — take this score with a grain of salt until 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: 2026-04-23T08:58:17.617Z | Source: polymarket-v1
JSON: /v1/polymarket/... | /polymarket